D-Net

	"id": "id-1", 

	"title": "Video Quality Prediction Models Based on Video Content Dynamics for H.264 Video over UMTS Networks", 

	"abstract": "The aim of this paper is to present video quality prediction models for objective non-intrusive, prediction of H.264 encoded video for all content types combining parameters both in the physical and application layer over Universal Mobile Telecommunication Systems (UMTS) networks. In order to characterize the Quality of Service (QoS) level, a learning model based on Adaptive Neural Fuzzy Inference System (ANFIS) and a second model based on non-linear regression analysis is proposed to predict the video quality in terms of the Mean Opinion Score (MOS). The objective of the paper is two-fold. First, to find the impact of QoS parameters on end-to-end video quality for H.264 encoded video. Second, to develop learning models based on ANFIS and nonlinear regression analysis to predict video quality over UMTS networks by considering the impact of radio link loss models. The loss models considered are 2-state Markov models. Both the models are trained with a combination of physical and application layer parameters and validated with unseen dataset. Preliminary results show that good prediction accuracy was obtained from both the models. The work should help in the development of a reference-free video prediction model and QoS control methods for video over UMTS networks.", 

	"language": null, 

	"keywords": null, 

	"externalIdentifiers": {

		"hindawi-id": "608138", 

		"doi": "10.1155\/2010\/608138"

	}, 

	"journal": "International Journal of Digital Multimedia Broadcasting", 

	"year": 2010, 

	"publisher": "Hindawi Publishing Corporation", 

	"references": [{"basicMetadata": {"title": null, "authors": ["3GPP, TS"], "pages": null, "source": "Third Generation Partnership Project: Technical Specification Group Access network; Radio Link Control,\u201D RLC Specification (Release 5).", "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": "322", "url": null}, "position": 1, "text": "[1] 3GPP TS 25.322, \u201CThird Generation Partnership Project: Technical Specification Group Access network; Radio Link Control,\u201D RLC Specification (Release 5)."}, {"basicMetadata": {"title": "\u201CMethods for subjective determination of transmission quality", "authors": ["Rec, ITU-T.", "P"], "pages": null, "source": null, "volume": "800", "year": "1996", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 2, "text": "[2] ITU-T. Rec P.800, \u201CMethods for subjective determination of transmission quality,\u201D 1996."}, {"basicMetadata": {"title": "Video quality experts group, \u201CMultimedia group test plan", "authors": null, "pages": null, "source": null, "volume": null, "year": "December 2005", "edition": null, "publisher": null, "location": null, "series": null, "issue": "8", "url": null}, "position": 3, "text": "[3] Video quality experts group, \u201CMultimedia group test plan,\u201D Draft version 1.8, December 2005, http:\/\/www.vqeg.org\/."}, {"basicMetadata": {"title": "Video quality assessment based on structural distortion measurement", "authors": ["Wang, Z.", "Lu, L.", "Bovik, A. C."], "pages": {"start": "121", "end": "132"}, "source": "Signal Process- ing: Image Communication", "volume": "19", "year": "2004", "edition": null, "publisher": null, "location": null, "series": null, "issue": "2", "url": null}, "position": 4, "text": "[4] Z. Wang, L. Lu, and A. C. Bovik, \u201CVideo quality assessment based on structural distortion measurement,\u201D Signal Process- ing: Image Communication, vol. 19, no. 2, pp. 121\u2013132, 2004."}, {"basicMetadata": {"title": null, "authors": null, "pages": null, "source": null, "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 5, "text": "[5] http:\/\/compression.ru\/video\/index.htm."}, {"basicMetadata": {"title": null, "authors": null, "pages": null, "source": null, "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 6, "text": "[6] http:\/\/www.pevq.org\/."}, {"basicMetadata": {"title": null, "authors": ["Ries, M.", "Rupp, M."], "pages": {"start": "41", "end": "50"}, "source": "Journal of Communications", "volume": "3", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": "1", "url": null}, "position": 7, "text": "[7] M. Ries, O. Nemethova, and M. Rupp, \u201CVideo quality estimation for mobile H.264\/AVC video streaming,\u201D Journal of Communications, vol. 3, no. 1, pp. 41\u201350, 2008."}, {"basicMetadata": {"title": "\u201CA theoretical framework for end-to-end video quality prediction of MPEG-based sequences,\u201D", "authors": ["Koumaras, H.", "Kourtis, A.", "Lin, H.", "Shieh, C.-K."], "pages": null, "source": "in Proceedings of the 3rd Interna- tional Conference on Networking and Services (ICNS \u201907)", "volume": null, "year": "June 2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 8, "text": "[8] H. Koumaras, A. Kourtis, C.-H. Lin, and C.-K. Shieh, \u201CA theoretical framework for end-to-end video quality prediction of MPEG-based sequences,\u201D in Proceedings of the 3rd Interna- tional Conference on Networking and Services (ICNS \u201907), June 2007."}, {"basicMetadata": {"title": "Objective quality evaluation model for videophone services", "authors": ["Yamagishi, K.", "Tominaga, T.", "Hayashi, T.", "Takahashi, A."], "pages": null, "source": "NTT Technical Review", "volume": "5", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": "6", "url": null}, "position": 9, "text": "[9] K. Yamagishi, T. Tominaga, T. Hayashi, and A. Takahashi, \u201CObjective quality evaluation model for videophone services,\u201D NTT Technical Review, vol. 5, no. 6, 2007."}, {"basicMetadata": {"title": "\u201CA \u201CGAP-model\u201D based framework for online VVoIP QoE measurement", "authors": ["Calyam, P.", "Ekici, E.", "Lee, C.-G.", "Haffner, M.", "Howes, N."], "pages": {"start": "446", "end": "456"}, "source": "Journal of Communications and Networks", "volume": "9", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": "4", "url": null}, "position": 10, "text": "[10] P. Calyam, E. Ekici, C.-G. Lee, M. Haffner, and N. Howes, \u201CA \u201CGAP-model\u201D based framework for online VVoIP QoE measurement,\u201D Journal of Communications and Networks, vol. 9, no. 4, pp. 446\u2013456, 2007."}, {"basicMetadata": {"title": "Temporal aspect of perceived quality in mobile video broadcasting", "authors": ["Huynh-Thu, Q.", "Ghanbari, M."], "pages": {"start": "641", "end": "651"}, "source": "IEEE Trans- actions on Broadcasting", "volume": "54", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": "3", "url": null}, "position": 11, "text": "[11] Q. Huynh-Thu and M. Ghanbari, \u201CTemporal aspect of perceived quality in mobile video broadcasting,\u201D IEEE Trans- actions on Broadcasting, vol. 54, no. 3, pp. 641\u2013651, 2008."}, {"basicMetadata": {"title": "\u201CContent-based video quality prediction for MPEG4 video streaming over wireless networks", "authors": ["Khan, A.", "Ifeachor, E."], "pages": {"start": "228", "end": "239"}, "source": "Journal of Multimedia", "volume": "4", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": "4", "url": null}, "position": 12, "text": "[12] A. Khan, L. Sun, and E. Ifeachor, \u201CContent-based video quality prediction for MPEG4 video streaming over wireless networks,\u201D Journal of Multimedia, vol. 4, no. 4, pp. 228\u2013239, 2009."}, {"basicMetadata": {"title": "The impact of link error modeling on the quality of streamed video in wireless networks,\u201D", "authors": ["Karner, W.", "Rupp, M."], "pages": {"start": "694", "end": "698"}, "source": "in Proceedings of the 3rd International Symposium on Wireless Communication Systems (ISWCS \u201906)", "volume": null, "year": "September 2006", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 13, "text": "[13] W. Karner, O. Nemethova, and M. Rupp, \u201CThe impact of link error modeling on the quality of streamed video in wireless networks,\u201D in Proceedings of the 3rd International Symposium on Wireless Communication Systems (ISWCS \u201906), pp. 694\u2013698, Valencia, Spain, September 2006."}, {"basicMetadata": {"title": "Error control tech- niques for efficient multicast streaming in UMTS networks: proposals and performance evaluation", "authors": ["Rossi, M.", "Zorzi, M."], "pages": null, "source": "\u201D Journal on Systemics, Cybernetics and Informatics", "volume": "2", "year": "2004", "edition": null, "publisher": null, "location": null, "series": null, "issue": "3", "url": null}, "position": 14, "text": "[14] M. Rossi, L. Scaranari, and M. Zorzi, \u201CError control tech- niques for efficient multicast streaming in UMTS networks: proposals and performance evaluation,\u201D Journal on Systemics, Cybernetics and Informatics, vol. 2, no. 3, 2004."}, {"basicMetadata": {"title": "UMTS Parameterization for Real-Time Flows", "authors": ["Peteghem, H.", "De Vleeschouwer, C."], "pages": null, "source": null, "volume": null, "year": "August 2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 15, "text": "[15] H. Peteghem, L. Schumacher, and C. De Vleeschouwer, UMTS Parameterization for Real-Time Flows, Qshine, Vancouver, Canada, August 2007."}, {"basicMetadata": {"title": "Evaluation of UMTS RLC parameters for MPEG4 video streaming,\u201D", "authors": ["Panchaem, A.", "Kamolpiwong, S.", "Unhawiwat, M.", "Sae- wong, S."], "pages": null, "source": "ECTI Transactions on Computer and Infor- mation Technology", "volume": "3", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": "1", "url": null}, "position": 16, "text": "[16] A. Panchaem, S. Kamolpiwong, M. Unhawiwat, and S. Sae- wong, \u201CEvaluation of UMTS RLC parameters for MPEG4 video streaming,\u201D ECTI Transactions on Computer and Infor- mation Technology, vol. 3, no. 1, 2007."}, {"basicMetadata": {"title": "Impact of the video slice size on the visual quality for H.264 over 3G UMTS services,\u201D", "authors": ["Fajardo, J. O.", "Liberal, F.", "Bilbao, N."], "pages": null, "source": "in Proceedings of the 6th International Conference on Broadband Communications, Networks and Systems, (BROAD- NETS \u201909)", "volume": null, "year": "September 2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 17, "text": "[17] J. O. Fajardo, F. Liberal, and N. Bilbao, \u201CImpact of the video slice size on the visual quality for H.264 over 3G UMTS services,\u201D in Proceedings of the 6th International Conference on Broadband Communications, Networks and Systems, (BROAD- NETS \u201909), Madrid, Spain, September 2009."}, {"basicMetadata": {"title": "Perfor- mance evaluation of MPEG-4 video streaming over UMTS networks using an integrated tool environment,\u201D", "authors": ["Lo, A.", "Heijenk, G. J.", "Niemegeers, I. G. M. M."], "pages": {"start": "676", "end": "682"}, "source": "in Proceed- ings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS \u201905)", "volume": null, "year": "July 2005", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 18, "text": "[18] A. Lo, G. J. Heijenk, and I. G. M. M. Niemegeers, \u201CPerfor- mance evaluation of MPEG-4 video streaming over UMTS networks using an integrated tool environment,\u201D in Proceed- ings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS \u201905), pp. 676\u2013682, Philadelphia, Pa, USA, July 2005."}, {"basicMetadata": {"title": "Performance of video tele- phony services in UMTS using live measurements and net- work emulation,\u201D", "authors": ["Malkowski, M.", "ClaBen, D."], "pages": {"start": "19", "end": "32"}, "source": "Wireless Personal Communications", "volume": "46", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": "1", "url": null}, "position": 19, "text": "[19] M. Malkowski and D. ClaBen, \u201CPerformance of video tele- phony services in UMTS using live measurements and net- work emulation,\u201D Wireless Personal Communications, vol. 46, no. 1, pp. 19\u201332, 2008."}, {"basicMetadata": {"title": "Capacity of a burst-noise channel,\u201D", "authors": ["Gilbert, E. N."], "pages": {"start": "1253", "end": "1265"}, "source": "Bell Systems Technical Journal", "volume": "39", "year": "1960", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 20, "text": "[20] E. N. Gilbert, \u201CCapacity of a burst-noise channel,\u201D Bell Systems Technical Journal, vol. 39, pp. 1253\u20131265, 1960."}, {"basicMetadata": {"title": "Automatic equalization for digital communica- tion", "authors": ["Lucky, R. W."], "pages": {"start": "547", "end": "588"}, "source": "Bell Systems Technical Journal", "volume": "44", "year": "1965", "edition": null, "publisher": null, "location": null, "series": null, "issue": "4", "url": null}, "position": 21, "text": "[21] R. W. Lucky, \u201CAutomatic equalization for digital communica- tion,\u201D Bell Systems Technical Journal, vol. 44, no. 4, pp. 547\u2013 588, 1965."}, {"basicMetadata": {"title": null, "authors": null, "pages": {"start": "0222", "end": "0222"}, "source": null, "volume": "60", "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 22, "text": "[22] ITU-T Rec. M.60, 3008; ITU-T Rec.Q.9, 0222."}, {"basicMetadata": {"title": "Link error analysis and modeling for video streaming cross-layer design in mobile communication networks", "authors": ["Karner, W.", "Nemethova, O.", "Svoboda, P.", "Rupp, M."], "pages": {"start": "569", "end": "595"}, "source": "ETRI Journal", "volume": "29", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": "5", "url": null}, "position": 23, "text": "[23] W. Karner, O. Nemethova, P. Svoboda, and M. Rupp, \u201CLink error analysis and modeling for video streaming cross-layer design in mobile communication networks,\u201D ETRI Journal, vol. 29, no. 5, pp. 569\u2013595, 2007."}, {"basicMetadata": {"title": "Perspectives on the impact of error statistics on protocols for wireless networks", "authors": ["Zorzi, M.", "Rao, R. R."], "pages": {"start": "32", "end": "40"}, "source": "IEEE Personal Communications", "volume": "6", "year": "1999", "edition": null, "publisher": null, "location": null, "series": null, "issue": "5", "url": null}, "position": 24, "text": "[24] M. Zorzi and R. R. Rao, \u201CPerspectives on the impact of error statistics on protocols for wireless networks,\u201D IEEE Personal Communications, vol. 6, no. 5, pp. 32\u201340, 1999."}, {"basicMetadata": {"title": "ANFIS: adaptive-network-based fuzzy inference system", "authors": ["Jang, J.-S. R."], "pages": {"start": "665", "end": "685"}, "source": "IEEE Transactions on Systems, Man and Cybernetics", "volume": "23", "year": "1993", "edition": null, "publisher": null, "location": null, "series": null, "issue": "3", "url": null}, "position": 25, "text": "[25] J.-S. R. Jang, \u201CANFIS: adaptive-network-based fuzzy inference system,\u201D IEEE Transactions on Systems, Man and Cybernetics, vol. 23, no. 3, pp. 665\u2013685, 1993."}, {"basicMetadata": {"title": null, "authors": ["\u201C, JM H."], "pages": null, "source": null, "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 26, "text": "[26] \u201CJM H.264 Software,\u201D http:\/\/iphome.hhi.de\/suehring\/tml\/."}, {"basicMetadata": {"title": null, "authors": null, "pages": null, "source": null, "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 27, "text": "[27] \u201COPNET for research,\u201D http:\/\/www.opnet.com\/."}, {"basicMetadata": {"title": null, "authors": null, "pages": null, "source": null, "volume": null, "year": null, "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 28, "text": "[28] \u201CRaw video sequences,\u201D http:\/\/trace.eas.asu.edu\/yuv\/index. html."}, {"basicMetadata": {"title": "\u201CEvalVid\u2014a framework for video transmission and quality evaluation,\u201D", "authors": ["Klaue, J.", "Rathke, B.", "Wolisz, A."], "pages": {"start": "255", "end": "272"}, "source": "in Proceedings of the 13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation", "volume": "2794", "year": "2003", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 29, "text": "[29] J. Klaue, B. Rathke, and A. Wolisz, \u201CEvalVid\u2014a framework for video transmission and quality evaluation,\u201D in Proceedings of the 13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation, vol. 2794, pp. 255\u2013 272, Urbana, Ill, USA, 2003."}, {"basicMetadata": {"title": null, "authors": ["Snedecor, G. W.", "Cochran, W. G.", "Methods, Statistical"], "pages": null, "source": null, "volume": null, "year": "1989", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 30, "text": "[30] G. W. Snedecor and W. G. Cochran, Statistical Methods, Iowa State University Press, Iowa, Iowa, USA, 8th edition, 1989."}, {"basicMetadata": {"title": null, "authors": ["Hochberg, Y.", "Tamhane, A. C."], "pages": null, "source": null, "volume": null, "year": "1987", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 31, "text": "[31] Y. Hochberg and A. C. Tamhane, Multiple Comparison Proce- dures, John Wiley & Sons, New York, NY, USA, 1987."}, {"basicMetadata": {"title": "Controlling mul- timedia QoS in the future home network using the PSQA metric", "authors": ["Rubino, G.", "Varela, M.", "Bonnin, J.-M."], "pages": {"start": "137", "end": "155"}, "source": "Computer Journal", "volume": "49", "year": "2006", "edition": null, "publisher": null, "location": null, "series": null, "issue": "2", "url": null}, "position": 32, "text": "[32] G. Rubino, M. Varela, and J.-M. Bonnin, \u201CControlling mul- timedia QoS in the future home network using the PSQA metric,\u201D Computer Journal, vol. 49, no. 2, pp. 137\u2013155, 2006."}], 

	"authors": [

		{"authorFullName": "Asiya Khan", "affiliationPositions": [0]}, 

		{"authorFullName": "Lingfen Sun", "affiliationPositions": [0]}, 

		{"authorFullName": "Emmanuel Ifeachor", "affiliationPositions": [0]}, 

		{"authorFullName": "Jose-Oscar Fajardo", "affiliationPositions": [1]}, 

		{"authorFullName": "Fidel Liberal", "affiliationPositions": [1]}, 

		{"authorFullName": "Harilaos Koumaras", "affiliationPositions": [2]}], 

	"affiliations": [

		{"organization": "Centre for Signal Processing and Multimedia Communication, School of Computing, University of Plymouth", "country": " UK", "rawText": "Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK"}, 

		{"organization": "Department of Electronics and Telecommunications, University of the Basque Country (UPV\/EHU)", "country": " Spain", "rawText": "Department of Electronics and Telecommunications, University of the Basque Country (UPV\/EHU), 48013 Bilbao, Spain"}, 

		{"organization": "Institute of Informatics and Telecommunications", "country": " 15310 Athens, Greece", "rawText": "Institute of Informatics and Telecommunications, NCSR Demokritos, 15310 Athens, Greece"}],

	"volume": "2010", 

	"issue": null, 

	"pages": null

}

{

	"id": "id-2", 

	"title": "Stability Criteria of Fullerene-like Nanoparticles: Comparing V2O5 to Layered Metal Dichalcogenides and Dihalides", 

	"abstract": "Numerous examples of closed-cage nanostructures, such as nested fullerene-like nanoparticles and nanotubes, formed by the folding of materials with layered structure are known. These compounds include WS2, NiCl2, CdCl2, Cs2O, and recently V2O5. Layered materials, whose chemical bonds are highly ionic in character, possess relatively stiff layers, which cannot be evenly folded. Thus, stress-relief generally results in faceted nanostructures seamed by edge-defects. V2O5, is a metal oxide compound with a layered structure. The study of the seams in nearly perfect inorganic \"fullerene-like\" hollow V2O5 nanoparticles (NIFV2O5) synthesized by pulsed laser ablation (PLA), is discussed in the present work. The relation between the formation mechanism and the seams between facets is examined. The formation mechanism of the NIF-V2O5 is discussed in comparison to fullerene-like structures of other layered materials, like IF structures of MoS2, CdCl2, and Cs2O. The criteria for the perfect seaming of such hollow closed structures are highlighted.", 

	"language": null, 

	"keywords": null, 

	"externalIdentifiers": {

		"doi": "10.3390\/ma3084428"

	}, 

	"journal": "Materials", 

	"year": 2010, 

	"publisher": null, 

	"references": [{"basicMetadata": {"title": "Recent Progress in the Study of Inorganic Nanotubes and Fullerene-Like Structures", "authors": ["Tenne", "Seifert, G."], "pages": {"start": "387", "end": "413"}, "source": "Ann. Rev. Mater. Res", "volume": "39", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 1, "text": "1. Tenne, R.; Seifert, G. Recent Progress in the Study of Inorganic Nanotubes and Fullerene-Like Structures. Ann. Rev. Mater. Res. 2009, 39, 387-413."}, {"basicMetadata": {"title": "Synthesis of Inorganic Nanotubes", "authors": ["Rao, C.N.R.", "; Achutharao, G."], "pages": {"start": "4208", "end": "4233"}, "source": "J. Adv. Mater", "volume": "21", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 2, "text": "2. Rao, C.N.R.; Achutharao, G. Synthesis of Inorganic Nanotubes. J. Adv. Mater. 2009, 21, 4208-4233."}, {"basicMetadata": {"title": null, "authors": ["Tenne, L.", "Genut, M.", "Hodes, G.", "Polyhedral"], "pages": {"start": "444", "end": "446"}, "source": "Structures of Tungsten Disulfide. Nature", "volume": "360", "year": "1992", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 3, "text": "3. Tenne, R.; Margulis, L.; Genut, M.; Hodes, G. Polyhedral and Cylindrical Structures of Tungsten Disulfide. Nature 1992, 360, 444-446."}, {"basicMetadata": {"title": null, "authors": ["Seifert, G.", "Terrones, H.", "Terrones, M.", "Jungnickel, G.", "Structure, T."], "pages": {"start": "146", "end": "149"}, "source": "Properties of MoS2 Nanotubes. Phys. Rev. Lett", "volume": "85", "year": "2000", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 4, "text": "4. Seifert, G.; Terrones, H.; Terrones, M.; Jungnickel, G.; Frauenheim, T. Structure and Electronic Properties of MoS2 Nanotubes. Phys. Rev. Lett. 2000, 85, 146-149."}, {"basicMetadata": {"title": "Stability of Molybdenum Sulfide Fullerenes", "authors": ["Enyashin, A.N.", "Gemming, S.", "Bar-Sadan, M.", "Popovitz-Biro, R.", "Hong, S.Y.", "Prior, Y.", "Seifert, R.", "Structure, G."], "pages": {"start": "623", "end": "627"}, "source": "Angew. Chem- Int. Ed", "volume": "46", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 5, "text": "5. Enyashin, A.N.; Gemming, S.; Bar-Sadan, M.; Popovitz-Biro, R.; Hong, S.Y.; Prior, Y.; Tenne, R.; Seifert, G. Structure and Stability of Molybdenum Sulfide Fullerenes. Angew. Chem- Int. Ed. 2007, 46, 623-627."}, {"basicMetadata": {"title": "CdI2 nanoparticles with closed-cage (fullerene-like) structures", "authors": ["Popovitz-Biro, R.", "Sallacan, N.", "Tenne, R."], "pages": {"start": "1631", "end": "1634"}, "source": "J. Mater. Chem", "volume": "13", "year": "2003", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 6, "text": "6. Popovitz-Biro, R.; Sallacan, N.; Tenne, R. CdI2 nanoparticles with closed-cage (fullerene-like) structures. J. Mater. Chem. 2003, 13, 1631-1634."}, {"basicMetadata": {"title": "Preparation and structural characterization of stable Cs2O closed-cage structures", "authors": ["Albu-Yaron, A.", "Popovitz-Biro, T.", "Bar-Sadan, R.", "Prior, M.", "Jansen, Y.", "Tenne, M.", "R."], "pages": {"start": "4169", "end": "4172"}, "source": "Angew. Chem- Int. Ed", "volume": "44", "year": "2005", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 7, "text": "7. Albu-Yaron, A.; Arad, T.; Popovitz-Biro, R.; Bar-Sadan, M.; Prior, Y.; Jansen, M.; Tenne, R. Preparation and structural characterization of stable Cs2O closed-cage structures. Angew. Chem- Int. Ed. 2005, 44, 4169-4172."}, {"basicMetadata": {"title": "Nanoparticles of CdCl2 with closed cage structures", "authors": ["Popovitz-Biro, R.", "Hacohen, A.", "; Tenne, Y.R.", "R."], "pages": {"start": "7", "end": "14"}, "source": "Isr. J. Chem", "volume": "41", "year": "2000", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 8, "text": "8. Popovitz-Biro, R.; Twersky, A.; Hacohen, Y.R.; Tenne, R. Nanoparticles of CdCl2 with closed cage structures. Isr. J. Chem. 2000, 41, 7-14."}, {"basicMetadata": {"title": "Influence of film thickness on texture and electrical and optical properties of room temperature deposited nanocrystalline V2O5 thin films", "authors": ["Singh, P.", "Kaur, D."], "pages": {"start": "043507", "end": "043509"}, "source": "J. Appl. Phys", "volume": "103", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 9, "text": "9. Singh, P.; Kaur, D. Influence of film thickness on texture and electrical and optical properties of room temperature deposited nanocrystalline V2O5 thin films. J. Appl. Phys. 2008, 103, 043507- 043509."}, {"basicMetadata": {"title": "Crystalline V2O5 Ultralong Nanoribbon Waveguides", "authors": ["Yan, B.", "You, L.", "Xu, Y.M.", "Zheng, X.J.", "Shen, Z.", "Ma, Z.X.", "Tong, J.", "Yu, L.M.", "Single, T."], "pages": {"start": "2436", "end": "2440"}, "source": "J. Adv. Mater", "volume": "21", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 10, "text": "10. Yan, B.; Liao, L.; You, Y.M.; Xu, X.J.; Zheng, Z.; Shen, Z.X.; Ma, J.; Tong, L.M.; Yu, T. Single- Crystalline V2O5 Ultralong Nanoribbon Waveguides. J. Adv. Mater. 2009, 21, 2436-2440."}, {"basicMetadata": {"title": "Flame spray-pyrolyzed vanadium oxide nanoparticles for lithium battery cathodes", "authors": ["Ng, T.J.", "Buechel, R.", "Krumeich, F.", "Wang, J.Z.", "Liu, H.K.", "Pratsinis, S.E.", "Novak, P."], "pages": {"start": "3748", "end": "3755"}, "source": "Phys. Chem. Chem. Phys", "volume": "11", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 11, "text": "11. Ng, S.H.; Patey, T.J.; Buechel, R.; Krumeich, F.; Wang, J.Z.; Liu, H.K.; Pratsinis, S.E.; Novak, P. Flame spray-pyrolyzed vanadium oxide nanoparticles for lithium battery cathodes. Phys. Chem. Chem. Phys. 2009, 11, 3748-3755."}, {"basicMetadata": {"title": "Vanadium pentoxide: Synthesis and characterization of nanorod and nanoparticle V2O5 using CTAB micelle solution", "authors": ["Asim, N.", "Radiman, S.", "Yarmo, M.A.", "Golriz, M.S.B."], "pages": {"start": "397", "end": "401"}, "source": "Microporous Mesoporous Mat", "volume": "120", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 12, "text": "12. Asim, N.; Radiman, S.; Yarmo, M.A.; Golriz, M.S.B. Vanadium pentoxide: Synthesis and characterization of nanorod and nanoparticle V2O5 using CTAB micelle solution. Microporous Mesoporous Mat. 2009, 120, 397-401."}, {"basicMetadata": {"title": "Structural and redox properties of VOx and Pd\/VOx thin film model catalysts studied by TEM and SAED", "authors": ["Penner, S.", "Klotzer, B.", "B.", "Phys"], "pages": {"start": "2428", "end": "2433"}, "source": "Chem. Chem. Phys", "volume": "9", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 13, "text": "13. Penner, S.; Klotzer, B.; Jenewein, B. Structural and redox properties of VOx and Pd\/VOx thin film model catalysts studied by TEM and SAED. Phys. Chem. Chem. Phys. 2007, 9, 2428-2433."}, {"basicMetadata": {"title": "Preparation and characterization of nanocrystal V2O5", "authors": ["Zheng", "Zhang, X.M.", "Qiao, Z.P.", "Lei, D.M."], "pages": {"start": "181", "end": "185"}, "source": "J. Solid State Chem", "volume": "159", "year": "2001", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 14, "text": "14. Zheng, C.M.; Zhang, X.M.; Qiao, Z.P.; Lei, D.M. Preparation and characterization of nanocrystal V2O5. J. Solid State Chem. 2001, 159, 181-185."}, {"basicMetadata": {"title": "V2O5 nanoparticles obtained from a synthetic bariandite-like vanadium oxide: Synthesis, characterization and electrochemical behavior in an ionic liquid", "authors": ["Menezes, W.G.", "Reis, D.M.", "Benedetti, T.M.", "Oliveira, M.M.", "Soares, J.F.", "Torresi, R.M.", "Zarbin, A.J.G."], "pages": {"start": "586", "end": "593"}, "source": "J. Colloid Interface Sci", "volume": "337", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 15, "text": "15. Menezes, W.G.; Reis, D.M.; Benedetti, T.M.; Oliveira, M.M.; Soares, J.F.; Torresi, R.M.; Zarbin, A.J.G. V2O5 nanoparticles obtained from a synthetic bariandite-like vanadium oxide: Synthesis, characterization and electrochemical behavior in an ionic liquid. J. Colloid Interface Sci. 2009, 337, 586-593."}, {"basicMetadata": {"title": "An electron microscopic investigation of structural variation of V2O5 fibers after working as ethanol sensors", "authors": ["Ding, N.", "Liu, S.H.", "Chen, C.H.", "I."], "pages": {"start": "1735101", "end": "1735103"}, "source": "Appl. Phys. Lett", "volume": "93", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 16, "text": "16. Ding, N.; Liu, S.H.; Chen, C.H.; Lieberwirth, I. An electron microscopic investigation of structural variation of V2O5 fibers after working as ethanol sensors. Appl. Phys. Lett. 2008, 93, 1735101-1735103."}, {"basicMetadata": {"title": "Synthesis and structural, electrochromic characterization of pulsed laser deposited vanadium oxide thin films", "authors": ["Fang, G.J.", "Liu, Z.L.", "Wang, Y.", "Liu, Y.H.", "Yao, K.L."], "pages": {"start": "887", "end": "892"}, "source": "J. Vac. Sci. Technol. A", "volume": "19", "year": "2001", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 17, "text": "17. Fang, G.J.; Liu, Z.L.; Wang, Y.; Liu, Y.H.; Yao, K.L. Synthesis and structural, electrochromic characterization of pulsed laser deposited vanadium oxide thin films. J. Vac. Sci. Technol. A 2001, 19, 887-892."}, {"basicMetadata": {"title": "Effect of magnetic field on the visible light emission of V2O5 nanorods", "authors": ["Hu, Y.", "Li, Z.C.", "Zhang, Z.J.", "Meng, D.Q."], "pages": {"start": "1031071", "end": "1031073"}, "source": "Appl. Phys. Lett", "volume": "94", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 18, "text": "18. Hu, Y.; Li, Z.C.; Zhang, Z.J.; Meng, D.Q. Effect of magnetic field on the visible light emission of V2O5 nanorods. Appl. Phys. Lett. 2009, 94, 1031071-1031073."}, {"basicMetadata": {"title": "electrical and infrared optical properties of vanadium pentoxide (V2O5) thick-film thermistors", "authors": ["Umadevi, P.", "Thutupalli, C.L.", "Structural, G.K.M."], "pages": {"start": "59", "end": "69"}, "source": "Sensor. Actuator. A-Phys", "volume": "39", "year": "1993", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 19, "text": "19. Umadevi, P.; Nagendra, C.L.; Thutupalli, G.K.M. Structural, electrical and infrared optical properties of vanadium pentoxide (V2O5) thick-film thermistors. Sensor. Actuator. A-Phys. 1993, 39, 59-69."}, {"basicMetadata": {"title": "Structural and optical properties of pulsed laser deposited V2O5 thin films", "authors": ["Beke, S.", "Giorgio, S.", "L.", "Marine, L.", "W."], "pages": {"start": "4659", "end": "4664"}, "source": "Thin Solid Films", "volume": "516", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 20, "text": "20. Beke, S.; Giorgio, S.; Korosi, L.; Nanai, L.; Marine, W. Structural and optical properties of pulsed laser deposited V2O5 thin films. Thin Solid Films 2008, 516, 4659-4664."}, {"basicMetadata": {"title": "On the Preparation and Characterization of a New Polymorph of V2O5", "authors": ["Cocciantelli", "Gravereau, P.", "Doumerc, J.P.", "Pouchard, M.", "Hagenmuller, P."], "pages": {"start": "497", "end": "502"}, "source": "J. Solid State Chem", "volume": "93", "year": "1991", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 21, "text": "21. Cocciantelli, J.M.; Gravereau, P.; Doumerc, J.P.; Pouchard, M.; Hagenmuller, P. On the Preparation and Characterization of a New Polymorph of V2O5. J. Solid State Chem. 1991, 93, 497-502."}, {"basicMetadata": {"title": "Surface tensions and densities of molten Al2O3, Ti2O3, V2O5 and Nb2O5", "authors": ["Ikemiya, N.", "Umemoto, J.", "Hara, S.", "Ogino, K."], "pages": {"start": "156", "end": "165"}, "source": "ISIJ Int", "volume": "33", "year": "1993", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 22, "text": "22. Ikemiya, N.; Umemoto, J.; Hara, S.; Ogino, K. Surface tensions and densities of molten Al2O3, Ti2O3, V2O5 and Nb2O5. ISIJ Int. 1993, 33, 156-165."}, {"basicMetadata": {"title": null, "authors": ["Rivoalen, A.", "Livage, J.", "Collongues, R.", "Amorphous Vanadium Pentoxide"], "pages": {"start": "171", "end": "179"}, "source": "J. Non-Cryst. Solids", "volume": "21", "year": "1976", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 23, "text": "23. Rivoalen, L.; Revcolevschi, A.; Livage, J.; Collongues, R. Amorphous Vanadium Pentoxide. J. Non-Cryst. Solids 1976, 21, 171-179."}, {"basicMetadata": {"title": "Electrical and Optical-Properties of Sputtered Vanadium Pentoxide Thin-Films", "authors": ["Benmoussa, M.", "Ibnouelghazi, E.", "Bennouna, A.", "Ameziane, E.L.", "Structural"], "pages": {"start": "22", "end": "28"}, "source": "Thin Solid Films", "volume": "265", "year": "1995", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 24, "text": "24. Benmoussa, M.; Ibnouelghazi, E.; Bennouna, A.; Ameziane, E.L. Structural, Electrical and Optical-Properties of Sputtered Vanadium Pentoxide Thin-Films. Thin Solid Films 1995, 265, 22- 28."}, {"basicMetadata": {"title": "Materials Synthesis\u2014 Characterization of Some Metal-Doped Antimony Oxides", "authors": ["Teller, M.R.", "; Brazdil, J.F.", "Grasselli, R.K.", "New"], "pages": {"start": "249", "end": "260"}, "source": "J. Solid State Chem", "volume": "64", "year": "1986", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 25, "text": "25. Teller, R.G.; Antonio, M.R.; Brazdil, J.F.; Grasselli, R.K. New Materials Synthesis\u2014 Characterization of Some Metal-Doped Antimony Oxides. J. Solid State Chem. 1986, 64, 249-260."}, {"basicMetadata": {"title": "Adsorption and reactions at the (0 1 0) V2O5 surface: cluster model studies", "authors": ["Witko, M.", "Hermann, K.", "Tokarz, R."], "pages": {"start": "553", "end": "565"}, "source": "Catal. Today", "volume": "50", "year": "1999", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 26, "text": "26. Witko, M.; Hermann, K.; Tokarz, R. Adsorption and reactions at the (0 1 0) V2O5 surface: cluster model studies. Catal. Today 1999, 50, 553-565."}, {"basicMetadata": {"title": "Nanostructured vanadium oxide electrodes for enhanced lithium-ion intercalation", "authors": ["Wang, Y.", "Takahashi, K.", "Lee, K.", "Cao, G.Z."], "pages": {"start": "1133", "end": "1144"}, "source": "Adv. Funct. Mater", "volume": "16", "year": "2006", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 27, "text": "27. Wang, Y.; Takahashi, K.; Lee, K.; Cao, G.Z. Nanostructured vanadium oxide electrodes for enhanced lithium-ion intercalation. Adv. Funct. Mater. 2006, 16, 1133-1144."}, {"basicMetadata": {"title": "Structure of V2O5.nH2O xerogel solved by the atomic pair distribution function technique", "authors": ["Petkov, V.", "Trikalitis, P.N.", "Bozin, E.S.", "Billinge, S.J.L.", "Kanatzidis, T.", "M.G."], "pages": {"start": "10157", "end": "10162"}, "source": "J. Am.Chem. Soc", "volume": "124", "year": "2002", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 28, "text": "28. Petkov, V.; Trikalitis, P.N.; Bozin, E.S.; Billinge, S.J.L.; Vogt, T.; Kanatzidis, M.G. Structure of V2O5.nH2O xerogel solved by the atomic pair distribution function technique. J. Am.Chem. Soc. 2002, 124, 10157-10162."}, {"basicMetadata": {"title": "Hollow V2O5 Nanoparticles (Fullerene-Like Analogues) Prepared by Laser Ablation", "authors": ["Levi", "Bar-Sadan, M.", "Albu-Yaron, A.", "Popovitz-Biro, R.", "L.", "Enyashin, C.", "Seifert, A.", "Prior, G.", "Y.", "R."], "pages": null, "source": "J. Am. Chem. Soc. Available online", "volume": null, "year": "July 2010", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 29, "text": "29. Levi, R.; Bar-Sadan, M.; Albu-Yaron, A.; Popovitz-Biro, R.; Houben, L.; Shahar, C.; Enyashin, A.; Seifert, G.; Prior, Y.; Tenne, R. Hollow V2O5 Nanoparticles (Fullerene-Like Analogues) Prepared by Laser Ablation. J. Am. Chem. Soc. Available online: http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/ja103719x (accessed on 22 July 2010)."}, {"basicMetadata": {"title": "Redox-active nanotubes of vanadium oxide", "authors": ["Spahr", "Bitterli, P.", "Nesper, R.", "Muller, M.", "Krumeich, F.", "Nissen, H.U."], "pages": {"start": "1263", "end": "1265"}, "source": "Angew. Chem.-Int. Ed", "volume": "37", "year": "1998", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 30, "text": "30. Spahr, M.E.; Bitterli, P.; Nesper, R.; Muller, M.; Krumeich, F.; Nissen, H.U. Redox-active nanotubes of vanadium oxide. Angew. Chem.-Int. Ed. 1998, 37, 1263-1265."}, {"basicMetadata": {"title": "Synthesis of millimeter-range orthorhombic V2O5 nanowires and impact of thermodynamic and kinetic properties of the oxidant on the synthetic process", "authors": ["Zhou, F.", "Zhao, X.M.", "Liu, Y.Q.", "Yuan, C.G.", "Li, L."], "pages": {"start": "2506", "end": "2509"}, "source": "Eur. J. Inorg. Chem", "volume": "16", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 31, "text": "31. Zhou, F.; Zhao, X.M.; Liu, Y.Q.; Yuan, C.G.; Li, L. Synthesis of millimeter-range orthorhombic V2O5 nanowires and impact of thermodynamic and kinetic properties of the oxidant on the synthetic process. Eur. J. Inorg. Chem. 2008, 16, 2506-2509."}, {"basicMetadata": {"title": "Enhanced Cyclability of Lithium Metal Battery Using a V2O5 Nanomaterial Cathode and Room Temperature Ionic Liquid Electrolyte", "authors": ["Chou, S.L.", "Wang, J.Z.", "Sun, J.Z.", "Wexler, D.", "Forsyth, M.", "Liu, H.K.", "MacFarlane, D.R.", "; Dou, S.X.", "High Capacity"], "pages": {"start": "7044", "end": "7051"}, "source": null, "volume": "20", "year": "2008", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 32, "text": "32. Chou, S.L.; Wang, J.Z.; Sun, J.Z.; Wexler, D.; Forsyth, M.; Liu, H.K.; MacFarlane, D.R.; Dou, S.X. High Capacity, Safety, and Enhanced Cyclability of Lithium Metal Battery Using a V2O5 Nanomaterial Cathode and Room Temperature Ionic Liquid Electrolyte. Chem. Mater. 2008, 20, 7044-7051."}, {"basicMetadata": {"title": "Carbon Nanotubes as Removable Templates for Metal-Oxide Nanocomposites and Nanostructures", "authors": ["Ajayan, P.M.", "Stephan, O.", "Redlich, P.", "C."], "pages": {"start": "564", "end": "567"}, "source": "Nature", "volume": "375", "year": "1995", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 33, "text": "33. Ajayan, P.M.; Stephan, O.; Redlich, P.; Colliex, C. Carbon Nanotubes as Removable Templates for Metal-Oxide Nanocomposites and Nanostructures. Nature 1995, 375, 564-567."}, {"basicMetadata": {"title": "Divanadium pentoxide nanorods", "authors": ["Pinna, N.", "U.", "Schlogl, J.", "R."], "pages": {"start": "329", "end": "331"}, "source": "J. Adv. Mater", "volume": "15", "year": "2003", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 34, "text": "34. Pinna, N.; Wild, U.; Urban, J.; Schlogl, R., Divanadium pentoxide nanorods. J. Adv. Mater .2003, 15, 329-331."}, {"basicMetadata": {"title": "Synthesis of metal oxide nanorods using carbon nanotubes as templates", "authors": ["Satishkumar", "Govindaraj, A.", "Nath, M.", "Rao, C.N.R."], "pages": {"start": "2115", "end": "2119"}, "source": "J. Mater. Chem", "volume": "10", "year": "2000", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 35, "text": "35. Satishkumar, B.C.; Govindaraj, A.; Nath, M.; Rao, C.N.R. Synthesis of metal oxide nanorods using carbon nanotubes as templates. J. Mater. Chem. 2000, 10, 2115-2119."}, {"basicMetadata": {"title": "Synthesis of oxide nanoparticles via microwave plasma decomposition of initial materials", "authors": ["Kim", "Hong, Y.C.", "Uhm, H.S."], "pages": {"start": "5114", "end": "5120"}, "source": "Surf. Coat. Tech", "volume": "201", "year": "2007", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 36, "text": "36. Kim, J.H.; Hong, Y.C.; Uhm, H.S. Synthesis of oxide nanoparticles via microwave plasma decomposition of initial materials. Surf. Coat. Tech. 2007, 201, 5114-5120."}, {"basicMetadata": {"title": "Processing of vanadium oxide particles with heat", "authors": ["Bi", "Gardner, J. T.", "Kumar, S.", "Kambe, N.", "Nov, 23"], "pages": {"start": "514", "end": "514"}, "source": "U.S. Patent", "volume": "5", "year": "1999", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 37, "text": "37. Bi, X.; Gardner, J. T.; Kumar, S.; Kambe, N. Processing of vanadium oxide particles with heat. U.S. Patent 5,589,514, Nov 23, 1999."}, {"basicMetadata": {"title": "-assembled vanadium pentoxide (V2O5) hollow microspheres from nanorods and their application in lithium-ion batteries", "authors": ["Cao, A.M.", "Hu, J.S.", "Liang, H.P.", "Self, L.J."], "pages": {"start": "4391", "end": "4395"}, "source": "Angew.Chem.-Int. Ed", "volume": "44", "year": "2005", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 38, "text": "38. Cao, A.M.; Hu, J.S.; Liang, H.P.; Wan, L.J. Self-assembled vanadium pentoxide (V2O5) hollow microspheres from nanorods and their application in lithium-ion batteries. Angew.Chem.-Int. Ed. 2005, 44, 4391-4395."}, {"basicMetadata": {"title": "Laser-assisted formation of metallic oxide microtubes", "authors": ["Nanai, T.", "F"], "pages": {"start": "283", "end": "284"}, "source": "Int. J. Mater. Res", "volume": "12", "year": "1997", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 39, "text": "39. Nanai, L.; George, T.F. Laser-assisted formation of metallic oxide microtubes. Int. J. Mater. Res. 1997, 12, 283-284."}, {"basicMetadata": {"title": null, "authors": ["Lakshmi, C.J.", "Martin, C.R.", "Sol-Gel"], "pages": {"start": "2544", "end": "2550"}, "source": "Synthesis of Semiconductor Oxide Micro- and Nanostructures. Chem. Mater", "volume": "9", "year": "1997", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 40, "text": "40. Lakshmi, B.B.; Patrissi, C.J.; Martin, C.R. Sol-Gel Template Synthesis of Semiconductor Oxide Micro- and Nanostructures. Chem. Mater. 1997, 9, 2544-2550."}, {"basicMetadata": {"title": "Synthesis of NiCl2 nanotubes and fullerene-like structures by laser ablation: theoretical considerations and comparison with MoS2 nanotubes", "authors": ["Hacohen, Y.R.", "Popovitz-Biro, R.", "Prior, Y.", "Gemming, S.", "Seifert, G.", "Tenne, R."], "pages": {"start": "1644", "end": "1651"}, "source": "Phys. Chem. Chem. Phys", "volume": "5", "year": "2003", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 41, "text": "41. Hacohen, Y.R.; Popovitz-Biro, R.; Prior, Y.; Gemming, S.; Seifert, G.; Tenne, R. Synthesis of NiCl2 nanotubes and fullerene-like structures by laser ablation: theoretical considerations and comparison with MoS2 nanotubes. Phys. Chem. Chem. Phys. 2003, 5, 1644-1651."}, {"basicMetadata": {"title": "The first true inorganic fullerenes?", "authors": ["Parilla, P.A.", "Jones, A.C.", "Riker, K.M.", "Schulz, G.", "Ginley, D.L.", "Heben, D.S.", "M.J."], "pages": {"start": "114", "end": "114"}, "source": "Nature", "volume": "397", "year": "1999", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 42, "text": "42. Parilla, P.A.; Dillon, A.C.; Jones, K.M.; Riker, G.; Schulz, D.L.; Ginley, D.S.; Heben, M.J. The first true inorganic fullerenes? Nature 1999, 397, 114-114."}, {"basicMetadata": {"title": "Electronic band structure of scroll-like divanadium pentoxide nanotubes", "authors": ["Enyashin, A.N.", "Ivanovskaya, V.V.", "Makurin, Y.N.", "Ivanovskii, A.L."], "pages": {"start": "152", "end": "156"}, "source": "Phys. Lett. A", "volume": "326", "year": "2004", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 43, "text": "43. Enyashin, A.N.; Ivanovskaya, V.V.; Makurin, Y.N.; Ivanovskii, A.L. Electronic band structure of scroll-like divanadium pentoxide nanotubes. Phys. Lett. A 2004, 326, 152-156."}, {"basicMetadata": {"title": "The physics of laser ablation in microchemical analysis", "authors": ["Russo", "Mao, X.", "Mao, S.S."], "pages": {"start": "70", "end": "77"}, "source": "Anal. Chem", "volume": "74", "year": "2002", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 44, "text": "44. Russo, R.E.; Mao, X.; Mao, S.S. The physics of laser ablation in microchemical analysis. Anal. Chem. 2002, 74, 70-77."}, {"basicMetadata": {"title": null, "authors": ["Russo"], "pages": null, "source": "Laser Ablation. Appl. Spectrosc", "volume": "49", "year": "1995", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 45, "text": "45. Russo, R.E. Laser Ablation. Appl. Spectrosc. 1995, 49, 14A-28A."}, {"basicMetadata": {"title": "Nanoparticles Produced by Laser Ablation of HfS3 in Liquid Medium: Inorganic Fullerene-Like Structures of Hf2S", "authors": ["Nath, M.", "Rao, C.N.R.", "Popovitz-Biro, R.", "Albu-Yaron, A.", "Tenne, R."], "pages": {"start": "2238", "end": "2243"}, "source": null, "volume": "16", "year": "2004", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 46, "text": "46. Nath, M.; Rao, C.N.R.; Popovitz-Biro, R.; Albu-Yaron, A.; Tenne, R. Nanoparticles Produced by Laser Ablation of HfS3 in Liquid Medium: Inorganic Fullerene-Like Structures of Hf2S. Chem. Mater. 2004, 16, 2238-2243."}, {"basicMetadata": {"title": "Laser-induced colouration of V2O5", "authors": ["Liu, Z.", "Fang, G.", "Wang, Y.", "Bai, Y.", "Yao, K.L."], "pages": {"start": "2327", "end": "2332"}, "source": "J. Phys. D-Appl. Phys", "volume": "33", "year": "2000", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 47, "text": "47. Liu, Z.; Fang, G.; Wang, Y.; Bai, Y.; Yao, K.L. Laser-induced colouration of V2O5. J. Phys. D-Appl. Phys. 2000, 33, 2327-2332."}, {"basicMetadata": {"title": "Characterization of amorphous vanadium pentoxide thin films prepared by chemical vapour deposition (CVD) and vacuum deposition", "authors": ["Michailovits", "Bali, K.", "Szorenyi, T.", "Hevesi, I."], "pages": {"start": "217", "end": "221"}, "source": "Acta phys. Acad. Sci. Hung", "volume": "49", "year": "1980", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 48, "text": "48. Michailovits, L.; Bali, K.; Szorenyi, T.; Hevesi, I. Characterization of amorphous vanadium pentoxide thin films prepared by chemical vapour deposition (CVD) and vacuum deposition. Acta phys. Acad. Sci. Hung. 1980, 49, 217-221."}, {"basicMetadata": {"title": "Structural analysis of amorphous V2O5 by large-angle X-ray scattering", "authors": ["Mosset, A.", "Lecante, P.", "Galy, J.", "Livage, J."], "pages": {"start": "137", "end": "149"}, "source": "Phil. Mag. B", "volume": "46", "year": "1982", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 49, "text": "49. Mosset, A.; Lecante, P.; Galy, J.; Livage, J. Structural analysis of amorphous V2O5 by large-angle X-ray scattering. Phil. Mag. B 1982, 46, 137-149."}, {"basicMetadata": {"title": "Bulk synthesis of inorganic fullerene-like MS2 (M=Mo, W) from the respective trioxides and the reaction mechanism", "authors": ["Feldman, Y.", "Homyonfer, G.L.", "Lyakhovitskaya, M.", "Margulis, V.", "Cohen, L.", "Hodes, H.", "Hutchison, G.", "Tenne, J.L.", "R."], "pages": {"start": "5362", "end": "5367"}, "source": "J. Am. Chem. Soc", "volume": "118", "year": "1996", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 50, "text": "50. Feldman, Y.; Frey, G.L.; Homyonfer, M.; Lyakhovitskaya, V.; Margulis, L.; Cohen, H.; Hodes, G.; Hutchison, J.L.; Tenne, R. Bulk synthesis of inorganic fullerene-like MS2 (M=Mo, W) from the respective trioxides and the reaction mechanism. J. Am. Chem. Soc. 1996, 118, 5362- 5367."}, {"basicMetadata": {"title": "On the growth mechanism of pulsed-laser deposited vanadium oxide thin films", "authors": ["Ramana, C.V.", "Hussain, R.J.", "Julien, O.M.", "C.M."], "pages": {"start": "218", "end": "225"}, "source": "Mater. Sci. Eng. B-Solid State M", "volume": "111", "year": "2004", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 51, "text": "51. Ramana, C.V.; Smith, R.J.; Hussain, O.M.; Julien, C.M. On the growth mechanism of pulsed-laser deposited vanadium oxide thin films. Mater. Sci. Eng. B-Solid State M 2004, 111, 218-225."}, {"basicMetadata": {"title": "Charge asymmetry in the solid state", "authors": ["Garcia", "Cohen"], "pages": {"start": "4215", "end": "4220"}, "source": "Phys. Rev. B", "volume": "47", "year": "1993", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 52, "text": "52. Garcia, A.; Cohen, M.L. First-principles ionicity scales. I. Charge asymmetry in the solid state. Phys. Rev. B 1993, 47, 4215-4220."}, {"basicMetadata": {"title": "Insight into the Growth Mechanism of WS2 Nanotubes in the Scaled-Up Fluidized Bed Reactor", "authors": ["Zak, A.", "Sallacan-Ecker, L.", "Genut, A.", "Tenne, M.", "R."], "pages": {"start": "91", "end": "98"}, "source": "Nano", "volume": "4", "year": "2009", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 53, "text": "53. Zak, A.; Sallacan-Ecker, L.; Margolin, A.; Genut, M.; Tenne, R. Insight into the Growth Mechanism of WS2 Nanotubes in the Scaled-Up Fluidized Bed Reactor. Nano 2009, 4, 91-98."}, {"basicMetadata": {"title": "Oxidic nanotubes and nanorods-anisotropic modules for a future nanotechnology", "authors": ["Patzke, G.R.", "; Krumeich, F.", "Nesper, R."], "pages": {"start": "2446", "end": "2461"}, "source": null, "volume": "41", "year": "2002", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 54, "text": "54. Patzke, G.R.; Krumeich, F.; Nesper, R. Oxidic nanotubes and nanorods-anisotropic modules for a future nanotechnology. Angew. Chem. Int. Ed. 2002, 41, 2446-2461."}, {"basicMetadata": {"title": "Geometric and electronic structure of vanadium pentoxide: A density functional bulk and surface study", "authors": ["Chakrabarti, A.", "Druzinic, K.", "Witko, R.", "Wagner, M.", "Petersen, F.", "M."], "pages": {"start": "10583", "end": "10590"}, "source": "Phys. Rev. B", "volume": "59", "year": "1999", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 55, "text": "55. Chakrabarti, A.; Hermann, K.; Druzinic, R.; Witko, M.; Wagner, F.; Petersen, M. Geometric and electronic structure of vanadium pentoxide: A density functional bulk and surface study. Phys. Rev. B 1999, 59, 10583-10590."}, {"basicMetadata": {"title": "Optical-Properties of Vanadium Pentoxide Determined from Ellipsometry and Band-Structure Calculations", "authors": ["Parker", "Lam, D.J.", "Xu, Y.N.", "Ching, W.Y."], "pages": {"start": "5289", "end": "5293"}, "source": "Phys. Rev. B", "volume": "42", "year": "1990", "edition": null, "publisher": null, "location": null, "series": null, "issue": null, "url": null}, "position": 56, "text": "56. Parker, J.C.; Lam, D.J.; Xu, Y.N.; Ching, W.Y. Optical-Properties of Vanadium Pentoxide Determined from Ellipsometry and Band-Structure Calculations. Phys. Rev. B 1990, 42, 5289-5293."}], 

	"authors": [

		{"authorFullName": "Roi Levi", "affiliationPositions": [1]},

		{"authorFullName": "Maya Bar-Sadan", "affiliationPositions": [2, 1]}, 

		{"authorFullName": "Ana Albu-Yaron", "affiliationPositions": [1]}, 

		{"authorFullName": "Ronit Popovitz-Biro", "affiliationPositions": [3, 1]}, 

		{"authorFullName": "Lothar Houben", "affiliationPositions": [2, 1]}, 

		{"authorFullName": "Yehiam Prior", "affiliationPositions": [1, 0]}, 

		{"authorFullName": "Reshef Tenne", "affiliationPositions": [1]}], 

	"affiliations": [

		{"organization": "Chemical Physics Department, Weizmann Institute of Science", "country": " Israel", "rawText": "Chemical Physics Department, Weizmann Institute of Science, Israel"}, 

		{"organization": "Materials and Interfaces Department, Weizmann Institute of Science", "country": " Israel", "rawText": "Materials and Interfaces Department, Weizmann Institute of Science, Rehovot, Israel"}, 

		{"organization": "Institute of Solid State Research and Ernst-Ruska Centre for Microscopy and Spectroscopy with Electrons, Research Centre J?lich GmbH", "country": " Germany", "rawText": "Institute of Solid State Research and Ernst-Ruska Centre for Microscopy and Spectroscopy with Electrons, Research Centre J?lich GmbH, Germany"}, 

		{"organization": "Electron Microscopy Unit, Weizmann Institute of Science", "country": " Israel", "rawText": "Electron Microscopy Unit, Weizmann Institute of Science, Israel"}],

	"volume": "3", 

	"issue": null, 

	"pages": {

		"start": "4428", 

		"end": "4445"

	}

}

{	

	"id": "id-3", 

	"title": "Optimization with Sparsity-Inducing Penalties", 

	"abstract": "Sparse estimation methods are aimed at using or obtaining parsimonious representations of data or models. They were first dedicated to linear variable selection but numerous extensions have now emerged such as structured sparsity or kernel selection. It turns out that many of the related estimation problems can be cast as convex optimization problems by regularizing the empirical risk with appropriate nonsmooth norms. The goal of this paper is to present from a general perspective optimization tools and techniques dedicated to such sparsityinducing penalties. We cover proximal methods, block-coordinate descent, reweighted ℓ 2-penalized techniques, working-set and homotopy methods, as well as non-convex formulations and extensions, and provide an extensive set of experiments to compare various algorithms from a computational point of view.", 

	"language": null, 

	"keywords": null, 

	"externalIdentifiers": null, 

	"journal": null, 

	"year": null, 

	"publisher": null, 

	"references": [

        {

            "basicMetadata": {

                "authors": [

                    "Abernethy, J.",

                    "Bach, F.",

                    "Evgeniou, T.",

                    "Vert, J.-P."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": {

                    "end": "826",

                    "start": "803"

                },

                "publisher": null,

                "series": null,

                "source": "Journal of Machine Learning Research",

                "title": "A new approach to col- laborative ?ltering: Operator estimation with spectral regularization",

                "url": null,

                "volume": "10",

                "year": "2009"

            },

            "position": 1,

            "text": "[1] J. Abernethy, F. Bach, T. Evgeniou, and J.-P. Vert. A new approach to col- laborative ?ltering: Operator estimation with spectral regularization. Journal of Machine Learning Research, 10:803\u2013826, 2009."

        {

            "basicMetadata": {

                "authors": [

                    "A?alo, J.",

                    "Ben-Tal, A.",

                    "Bhattacharyya, C.",

                    "Nath, J.S.",

                    "Raman, S."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": {

                    "end": "592",

                    "start": "565"

                },

                "publisher": null,

                "series": null,

                "source": "Journal of Machine Learning Research",

                "title": "Variable sparsity kernel learning",

                "url": null,

                "volume": "12",

                "year": "2011"

            },

            "position": 2,

            "text": "[2] J. A?alo, A. Ben-Tal, C. Bhattacharyya, J.S. Nath, and S. Raman. Variable sparsity kernel learning. Journal of Machine Learning Research, 12:565\u2013592, 2011."

        {

            "basicMetadata": {

                "authors": [

                    "Aharon, M.",

                    "Elad, M.",

                    "Bruckstein, A.",

                    "K-SVD"

                ],

                "edition": null,

                "issue": "11",

                "location": null,

                "pages": {

                    "end": "4322",

                    "start": "4311"

                },

                "publisher": null,

                "series": null,

                "source": "IEEE Transactions on Signal Processing",

                "title": "An algorithm for designing overcomplete dictionaries for sparse representation",

                "url": null,

                "volume": "54",

                "year": "2006"

            },

            "position": 3,

            "text": "[3] M. Aharon, M. Elad, and A. Bruckstein. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11):4311\u20134322, 2006."

        {

            "basicMetadata": {

                "authors": [

                    "Amit, Y.",

                    "Fink, M.",

                    "Srebro, N.",

                    "Ullman, S."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Proceedings of the International Conference on Machine Learning (ICML)",

                "title": "Uncovering shared structures in multiclass classi?cation",

                "url": null,

                "volume": null,

                "year": "2007"

            },

            "position": 4,

            "text": "[4] Y. Amit, M. Fink, N. Srebro, and S. Ullman. Uncovering shared structures in multiclass classi?cation. In Proceedings of the International Conference on Machine Learning (ICML), 2007."

        {

            "basicMetadata": {

                "authors": [

                    "Archambeau, C.",

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Advances in Neural Information Processing Systems (NIPS)",

                "title": "Sparse probabilistic projections",

                "url": null,

                "volume": null,

                "year": "2008"

            },

            "position": 5,

            "text": "[5] C. Archambeau and F. Bach. Sparse probabilistic projections. In Advances in Neural Information Processing Systems (NIPS), 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Argyriou, A.",

                    "Evgeniou, T.",

                    "Pontil, M."

                ],

                "edition": null,

                "issue": "3",

                "location": null,

                "pages": {

                    "end": "272",

                    "start": "243"

                },

                "publisher": null,

                "series": null,

                "source": "Machine Learning",

                "title": "Convex multi-task feature learning",

                "url": null,

                "volume": "73",

                "year": "2008"

            },

            "position": 6,

            "text": "[6] A. Argyriou, T. Evgeniou, and M. Pontil. Convex multi-task feature learning. Machine Learning, 73(3):243\u2013272, 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": {

                    "end": "1225",

                    "start": "1179"

                },

                "publisher": null,

                "series": null,

                "source": "Journal of Machine Learning Research",

                "title": "Consistency of the group lasso and multiple kernel learning",

                "url": null,

                "volume": "9",

                "year": "2008"

            },

            "position": 7,

            "text": "[7] F. Bach. Consistency of the group lasso and multiple kernel learning. Journal of Machine Learning Research, 9:1179\u20131225, 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": {

                    "end": "1048",

                    "start": "1019"

                },

                "publisher": null,

                "series": null,

                "source": "Journal of Machine Learn- ing Research",

                "title": "Consistency of trace norm minimization",

                "url": null,

                "volume": "9",

                "year": "2008"

            },

            "position": 8,

            "text": "[8] F. Bach. Consistency of trace norm minimization. Journal of Machine Learn- ing Research, 9:1019\u20131048, 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Advances in Neural Information Processing Systems (NIPS)",

                "title": "Exploring large feature spaces with hierarchical multiple kernel learning",

                "url": null,

                "volume": null,

                "year": "2008"

            },

            "position": 9,

            "text": "[9] F. Bach. Exploring large feature spaces with hierarchical multiple kernel learning. In Advances in Neural Information Processing Systems (NIPS), 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Advances in Neural Information Processing Systems (NIPS)",

                "title": "Structured sparsity-inducing norms through submodular functions",

                "url": null,

                "volume": null,

                "year": "2010"

            },

            "position": 10,

            "text": "[10] F. Bach. Structured sparsity-inducing norms through submodular functions. In Advances in Neural Information Processing Systems (NIPS), 2010."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Advances in Neural Information Processing Systems (NIPS)",

                "title": "Shaping level sets with submodular functions",

                "url": null,

                "volume": null,

                "year": "2011"

            },

            "position": 11,

            "text": "[11] F. Bach. Shaping level sets with submodular functions. In Advances in Neural Information Processing Systems (NIPS), 2011."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F.",

                    "Jenatton, R.",

                    "Obozinski, G.",

                    "Nowozin, S.",

                    "S.J."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "Optimization for Machine Learning",

                "title": "Convex optimization with sparsity-inducing norms",

                "url": null,

                "volume": null,

                "year": "2011"

            },

            "position": 12,

            "text": "[12] F. Bach, R. Jenatton, J. Mairal, and G. Obozinski. Convex optimization with sparsity-inducing norms. In S. Sra, S. Nowozin, and S.J. Wright, editors, Optimization for Machine Learning. MIT Press, 2011."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F.",

                    "Lanckriet, G. R. G.",

                    "Jordan, M. I."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Proceedings of the International Conference on Machine Learning (ICML)",

                "title": "Multiple kernel learning, conic duality, and the SMO algorithm",

                "url": null,

                "volume": null,

                "year": "2004"

            },

            "position": 13,

            "text": "[13] F. Bach, G. R. G. Lanckriet, and M. I. Jordan. Multiple kernel learning, conic duality, and the SMO algorithm. In Proceedings of the International Conference on Machine Learning (ICML), 2004."

        {

            "basicMetadata": {

                "authors": [

                    "Bach, F.",

                    "Ponce, J."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "preprint arXiv:0812.1869v1",

                "title": "Convex sparse matrix factorizations",

                "url": null,

                "volume": null,

                "year": "2008"

            },

            "position": 14,

            "text": "[14] F. Bach, J. Mairal, and J. Ponce. Convex sparse matrix factorizations. preprint arXiv:0812.1869v1, 2008."

        {

            "basicMetadata": {

                "authors": [

                    "Baraniuk, R.G.",

                    "Cevher, V.",

                    "Duarte, M.",

                    "Hegde, C."

                ],

                "edition": null,

                "issue": "4",

                "location": null,

                "pages": {

                    "end": "2001",

                    "start": "1982"

                },

                "publisher": null,

                "series": null,

                "source": "IEEE Transactions on Information Theory",

                "title": "Model-based compres- sive sensing",

                "url": null,

                "volume": "56",

                "year": "2010"

            },

            "position": 15,

            "text": "[15] R.G. Baraniuk, V. Cevher, M. Duarte, and C. Hegde. Model-based compres- sive sensing. IEEE Transactions on Information Theory, 56(4):1982\u20132001, 2010."

        {

            "basicMetadata": {

                "authors": [

                    "Bauer, F.L.",

                    "Witzgall, C."

                ],

                "edition": null,

                "issue": "1",

                "location": null,

                "pages": {

                    "end": "264",

                    "start": "257"

                },

                "publisher": null,

                "series": null,

                "source": "Nu- merische Mathematik",

                "title": "Absolute and monotonic norms",

                "url": null,

                "volume": "3",

                "year": "1961"

            },

            "position": 16,

            "text": "[16] F.L. Bauer, J. Stoer, and C. Witzgall. Absolute and monotonic norms. Nu- merische Mathematik, 3(1):257\u2013264, 1961."

        {

            "basicMetadata": {

                "authors": [

                    "Beck, A.",

                    "Teboulle, M."

                ],

                "edition": null,

                "issue": "1",

                "location": null,

                "pages": {

                    "end": "202",

                    "start": "183"

                },

                "publisher": null,

                "series": null,

                "source": "SIAM Journal on Imaging Sciences",

                "title": "A fast iterative shrinkage-thresholding algorithm for linear inverse problems",

                "url": null,

                "volume": "2",

                "year": "2009"

            },

            "position": 17,

            "text": "[17] A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2(1):183\u2013202, 2009."

        {

            "basicMetadata": {

                "authors": [

                    "Bertsekas, D.P."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "Athena Scienti?c",

                "title": "Nonlinear programming",

                "url": null,

                "volume": null,

                "year": "1999"

            },

            "position": 18,

            "text": "[18] D.P. Bertsekas. Nonlinear programming. Athena Scienti?c, 1999. 2nd edition."

        {

            "basicMetadata": {

                "authors": [

                    "Bickel, P.",

                    "Ritov, Y.",

                    "Tsybakov, A."

                ],

                "edition": null,

                "issue": "4",

                "location": null,

                "pages": {

                    "end": "1732",

                    "start": "1705"

                },

                "publisher": null,

                "series": null,

                "source": "Annals of Statistics",

                "title": "Simultaneous analysis of Lasso and Dantzig selector",

                "url": null,

                "volume": "37",

                "year": "2009"

            },

            "position": 19,

            "text": "[19] P. Bickel, Y. Ritov, and A. Tsybakov. Simultaneous analysis of Lasso and Dantzig selector. Annals of Statistics, 37(4):1705\u20131732, 2009."

        {

            "basicMetadata": {

                "authors": [

                    "Borwein, J.M.",

                    "Lewis, A.S."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": null,

                "title": "Convex analysis and nonlinear optimization: theory and examples",

                "url": null,

                "volume": null,

                "year": "2006"

            },

            "position": 20,

            "text": "[20] J.M. Borwein and A.S. Lewis. Convex analysis and nonlinear optimization: theory and examples. Springer-Verlag, 2006."

        {

            "basicMetadata": {

                "authors": [

                    "Bottou, L."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "Online Learning and Neural Networks",

                "title": "Online algorithms and stochastic approximations",

                "url": null,

                "volume": "5",

                "year": "1998"

            },

            "position": 21,

            "text": "[21] L. Bottou. Online algorithms and stochastic approximations. Online Learning and Neural Networks, 5, 1998."

        {

            "basicMetadata": {

                "authors": [

                    "Bottou, L.",

                    "Bousquet, O."

                ],

                "edition": null,

                "issue": null,

                "location": null,

                "pages": null,

                "publisher": null,

                "series": null,

                "source": "In Advances in Neural Information Processing Systems (NIPS)",

                "title": "The tradeo?s of large scale learning",

                "url": null,

                "volume": null,

                "year": "2008"

            },

            "position": 22,

            "text": "[22] L. Bottou and O. Bousquet. The tradeo?s of large scale learning. In Advances in Neural Information Processing Systems (NIPS), 2008."