Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1R. Balu.
  
  Privacy-aware and scalable recommender systems uing sketching techniques, Université Rennes 1, November 2016.
  
  https://tel.archives-ouvertes.fr/tel-01430156

Articles in International Peer-Reviewed Journals

• 2P. Bosilj, E. Aptoula, S. Lefèvre, E. Kijak.
  
  Retrieval of Remote Sensing Images with Pattern Spectra Descriptors, in: ISPRS International Journal of Geo-Information, 2016. [ DOI : 10.3390/ijgi5120228 ]
  
  https://hal.archives-ouvertes.fr/hal-01397883
• 3P. Bosilj, M. H. Wilkinson, E. Kijak, S. Lefèvre.
  
  Local 2D pattern spectra as connected region descriptors, in: Mathematical Morphology - Theory and Applications, 2016. [ DOI : 10.1515/mathm-2016-0011 ]
  
  https://hal.archives-ouvertes.fr/hal-01320009
• 4M. Jain, H. Jégou, P. Bouthemy.
  
  Improved Motion Description for Action Classification , in: Frontiers in information and communication technologies, January 2016. [ DOI : 10.3389/fict.2015.00028 ]
  
  https://hal.inria.fr/hal-01401833
• 5G. Sargent, F. Bimbot, E. Vincent.
  
  Estimating the structural segmentation of popular music pieces under regularity constraints, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017.
  
  https://hal.inria.fr/hal-01403210
• 6L. Weng, L. Amsaleg, T. Furon.
  
  Privacy-Preserving Outsourced Media Search, in: IEEE Transactions on Knowledge and Data Engineering, July 2016, vol. 28, n^o 10. [ DOI : 10.1109/TKDE.2016.2587258 ]
  
  https://hal.inria.fr/hal-01391444
• 7C. E. dos Santos, E. E. Kijak, G. Gravier, W. Robson Schwartz.
  
  Partial Least Squares for Face Hashing, in: Neurocomputing, 2016, vol. 213, pp. 34-47. [ DOI : 10.1016/j.neucom.2016.02.083 ]
  
  https://hal.archives-ouvertes.fr/hal-01399660

Articles in National Peer-Reviewed Journals

• 8V. Claveau, J.-Y. Nie.
  
  Recherche d'information et traitement automatique des langues : collaboration, synergie et convergence : Introduction au numéro spécial sur la recherche d'information et le traitement automatique des langues, in: Traitement Automatique des Langues, August 2016, vol. 56, n^o 3.
  
  https://hal.archives-ouvertes.fr/hal-01394789

Articles in Non Peer-Reviewed Journals

• 9I. Bogdan, H. Müller, G. Gravier, Y. KOMPATSIARIS.
  
  2016 14th International Workshop on Content-Based Multimedia Indexing: IEEE Multimedia Conference Report, in: IEEE MultiMedia, 2016.
  
  https://hal.archives-ouvertes.fr/hal-01399468

International Conferences with Proceedings

• 10R. Balu, T. Furon, L. Amsaleg.
  
  Sketching techniques for very large matrix factorization, in: ECIR 2016 - 38th European Conference on Information Retrieval, Padoue, Italy, Proceedings of the European conference on Information Retrieval, 2016.
  
  https://hal.inria.fr/hal-01249621
• 11R. Balu, T. Furon.
  
  Differentially Private Matrix Factorization using Sketching Techniques, in: ACM Workshop on Information Hiding and Multimedia Security, Vigo, Spain, June 2016. [ DOI : 10.1145/2909827.2930793 ]
  
  https://hal.archives-ouvertes.fr/hal-01317596
• 12R. Bois, V. Vukotić, R. Sicre, C. Raymond, G. Gravier, P. Sébillot.
  
  IRISA at TRECVid2016: Crossmodality, Multimodality and Monomodality for Video Hyperlinking, in: Working Notes of the TRECVid 2016 Workshop, Gaithersburg, United States, 2016.
  
  https://hal.archives-ouvertes.fr/hal-01400275
• 13V. Claveau, E. Kijak.
  
  Direct vs. indirect evaluation of distributional thesauri, in: International Conference on Computational Linguistics, COLING, Osaka, Japan, December 2016.
  
  https://hal.archives-ouvertes.fr/hal-01394739
• 14V. Claveau, E. Kijak.
  
  Distributional Thesauri for Information Retrieval and vice versa, in: Language and Resource Conference, LREC, Portoroz, Slovenia, May 2016.
  
  https://hal.archives-ouvertes.fr/hal-01394770
• 15G. Gravier, M. Ragot, L. Amsaleg, R. Bois, G. Jadi, E. Jamet, L. Monceaux, P. Sébillot.
  
  Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals, in: 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Miami, United States, January 2016.
  
  https://hal.inria.fr/hal-01214829
• 16A. Iscen, L. Amsaleg, T. Furon.
  
  Scaling Group Testing Similarity Search, in: ACM International Conference on Multimedia Retrieval 2016, New York, United States, June 2016. [ DOI : 10.1145/2911996.2912010 ]
  
  https://hal.inria.fr/hal-01304287
• 17A. Iscen, T. Furon.
  
  Group Testing for Identification with Privacy, in: ACM Workshop on Information Hiding and Multimedia Security, Vigo, Spain, June 2016.
  
  https://hal.inria.fr/hal-01309032
• 18A. Iscen, M. RABBAT, T. Furon.
  
  Efficient Large-Scale Similarity Search Using Matrix Factorization, in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, United States, June 2016.
  
  https://hal.inria.fr/hal-01294736
• 19G. Jadi, V. Claveau, B. Daille, L. Monceaux-Cachard.
  
  Evaluating Lexical Similarity to build Sentiment Similarity, in: Language and Resource Conference, LREC, portoroz, Slovenia, May 2016.
  
  https://hal.archives-ouvertes.fr/hal-01394768
• 20G. Jadi, L. Monceaux, V. Claveau, B. Daille.
  
  Opinion Target Expression extraction : from English to French , in: Traitement Automatique des Langues Naturelles, JEP-TALN-RECITAL, Paris, France, July 2016.
  
  https://hal.archives-ouvertes.fr/hal-01397188
• 21B. Þ. Jónsson, L. Amsaleg, H. Lejsek.
  
  SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes, in: ACM International Conference on Multimedia Retrieval 2016, New York, United States, June 2016. [ DOI : 10.1145/2911996.2912065 ]
  
  https://hal.inria.fr/hal-01305651
• 22B. Þ. Jónsson, M. Worring, J. Zahálka, S. Rudinac, L. Amsaleg.
  
  Ten Research Questions for Scalable Multimedia Analytics, in: 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Miami, United States, January 2016.
  
  https://hal.inria.fr/hal-01214847
• 23A. Le Guennec, S. Malinowski, R. Tavenard.
  
  Data Augmentation for Time Series Classification using Convolutional Neural Networks, in: ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Riva Del Garda, Italy, September 2016.
  
  https://halshs.archives-ouvertes.fr/halshs-01357973
• 24C. Maigrot, V. Claveau, E. Kijak, R. Sicre.
  
  MediaEval 2016: A multimodal system for the Verifying Multimedia Use task, in: MediaEval 2016: "Verfiying Multimedia Use" task, Hilversum, Netherlands, October 2016. [ DOI : 10.1145/1235 ]
  
  https://hal.archives-ouvertes.fr/hal-01394785
• 25C. Maigrot, E. Kijak, V. Claveau.
  
  Médias traditionnels, médias sociaux : caractériser la réinformation, in: TALN 2016 - 23ème Conférence sur le Traitement Automatique des Langues Naturelles, Paris, France, July 2016.
  
  https://hal.inria.fr/hal-01349871
• 26H. Mezaache, H. Bouzgou, C. Raymond.
  
  Kernel Principal Components Analysis with Extreme Learning Machines for Wind Speed Prediction, in: Seventh International Renewable Energy Congress, IREC2016, Hammamet, Tunisia, March 2016.
  
  https://hal.inria.fr/hal-01394000
• 27A. Royer, G. Gravier, V. Claveau.
  
  Audio word similarity for clustering with zero resources based on iterative HMM classification, in: International Conference on Acoustics, Speech and Signal Processing, ICASSP, Shanghai, China, March 2016, pp. 5340 - 5344. [ DOI : 10.1109/ICASSP.2016.7472697 ]
  
  https://hal.archives-ouvertes.fr/hal-01394757
• 28G. Sargent, G. Barbosa de Fonseca, I. Lyon Freire, R. Sicre, Z. K. G. do Patrocínio Jr., S. J. Guimarães, G. Gravier.
  
  PUC Minas and IRISA at Multimodal Person Discovery, in: Working Notes Proceedings of the MediaEval Workshop, Hilversum, Netherlands, CEUR-WS.org, October 2016, vol. 1739.
  
  https://hal.archives-ouvertes.fr/hal-01400261
• 29R. Tavenard, S. Malinowski.
  
  Cost-Aware Early Classification of Time Series, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Riva del Garda, Italy, September 2016.
  
  https://halshs.archives-ouvertes.fr/halshs-01339007
• 30V. Vukotic, C. Raymond, G. Gravier.
  
  A step beyond local observations with a dialog aware bidirectional GRU network for Spoken Language Understanding, in: Interspeech, San Francisco, United States, September 2016.
  
  https://hal.inria.fr/hal-01351733
• 31V. Vukotic, C. Raymond, G. Gravier.
  
  Bidirectional Joint Representation Learning with Symmetrical Deep Neural Networks for Multimodal and Crossmodal Applications, in: ICMR, New York, United States, ACM, June 2016.
  
  https://hal.inria.fr/hal-01314302
• 32V. Vukotić, C. Raymond, G. Gravier.
  
  Multimodal and Crossmodal Representation Learning from Textual and Visual Features with Bidirectional Deep Neural Networks for Video Hyperlinking, in: ACM Multimedia 2016 Workshop: Vision and Language Integration Meets Multimedia Fusion (iV&L-MM'16), Amsterdam, Netherlands, ACM Multimedia, October 2016.
  
  https://hal.inria.fr/hal-01374727
• 33H. B. da Silva, Z. Patrocino Jr., G. Gravier, L. Amsaleg, A. De A. Araújo, S. J. F. Guimarães.
  
  Near-Duplicate Video Detection Based on an Approximate Similarity Self-Join Strategy, in: 14th International Workshop on Content-based Multimedia Indexing, bucarest, Romania, June 2016.
  
  https://hal.inria.fr/hal-01305691

National Conferences with Proceedings

• 34V. Claveau.
  
  Dimensionnalité intrinsèque dans les espaces de représentation des termes et des documents, in: Conférence en Recherche d'Information et Applications, CORIA, Toulouse, France, March 2016.
  
  https://hal.archives-ouvertes.fr/hal-01394749
• 35C. Maigrot, S. Bringay, J. Azé.
  
  Concept drift vs suicide: comment l'un peut prévenir l'autre ?, in: EGC: Extraction et Gestion des Connaissances, Reims, France, January 2016.
  
  https://hal.inria.fr/hal-01283889
• 36R. Qader, G. Lecorvé, D. Lolive, P. Sébillot.
  
  Adaptation de la prononciation pour la synthèse de la parole spontanée en utilisant des informations linguistiques, in: Journées d'Études sur la Parole, Paris, France, July 2016.
  
  https://hal.inria.fr/hal-01321361
• 37A. Simon, G. Gravier, P. Sébillot.
  
  Évaluation d'une nouvelle structuration thématique hiérarchique des textes dans un cadre de résumé automatique et de détection d'ancres au sein de vidéos, in: Conférence sur le Traitement Automatique des Langues Naturelles, Paris, France, 2016, pp. 139-152.
  
  https://hal.archives-ouvertes.fr/hal-01399670

Scientific Books (or Scientific Book chapters)

• 38A. Bailly, S. Malinowski, R. Tavenard, L. Chapel, T. Guyet.
  
  Dense Bag-of-Temporal-SIFT-Words for Time Series Classification, in: Advanced Analysis and Learning on Temporal Data, Springer, 2016.
  
  https://hal.archives-ouvertes.fr/hal-01252726
• 39P. Bas, T. FURON, F. Cayre, G. Doërr, B. Mathon.
  
  W.-S. Gan, C.-C. J. Kuo, T. F. Zheng, M. Barni (editors), Watermarking Security: Fundamentals, Secure Designs and Attacks, Springer Briefs, springer, January 2016.
  
  https://hal.archives-ouvertes.fr/hal-01283066
• 40T. Furon.
  
  Watermarking security, in: Information hiding, Information security and privacy series, Artech House, 2016.
  
  https://hal.archives-ouvertes.fr/hal-01275880

Books or Proceedings Editing

• 41L. Amsaleg, G. Þ. Guðmundsson, C. Gurrin, B. Þ. Jónsson, S. Satoh (editors)
  
  Proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, MultiMedia Modeling, Springer International Publishing, Reykjavík, Iceland, January 2017, vol. 10132, n^o 0302-9743. [ DOI : 10.1007/978-3-319-51811-4 ]
  
  https://hal.archives-ouvertes.fr/hal-01430555
• 42L. Amsaleg, M. E. Houle, E. Schubert (editors)
  
  Similarity Search and Applications: 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016, Proceedings, Springer International Publishing, Tokyo, Japan, October 2016, vol. 9939, XVII, 339 p. [ DOI : 10.1007/978-3-319-46759-7 ]
  
  https://hal.inria.fr/hal-01391426
• 43V. Claveau, J. Nie (editors)
  
  Recherche d'information et traitement automatique des langues, Traitement Automatique des Langues, TAL, ATALA, August 2016, vol. 56, n^o 3.
  
  https://hal.archives-ouvertes.fr/hal-01394788
• 44G. Gravier, D. Claire-Hélène, H. Bredin, I. Bogdan, B. Christina, E. Dellandréa, C. Jaeyong, M. A. Riegler, S. Richard, I. Szöke, G. J. F. Jones, M. Larson (editors)
  
  Working Notes Proceedings of the MediaEval Workshop, 2016.
  
  https://hal.archives-ouvertes.fr/hal-01399674

Internal Reports

• 45G. Þ. Guðmundsson, L. Amsaleg, B. T. Jónsson, M. J. Franklin.
  
  Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark, Inria Rennes Bretagne Atlantique ; Reykjavik University ; UC Berkeley, December 2016.
  
  https://hal.inria.fr/hal-01416089
• 46G. Sargent, F. Bimbot, E. Vincent.
  
  Supplementary material to the article: Estimating the structural segmentation of popular music pieces under regularity constraints, IRISA-Inria, Campus de Beaulieu, 35042 Rennes cedex ; Inria Nancy, équipe Multispeech, September 2016.
  
  https://hal.inria.fr/hal-01368683

References in notes

• 47M. Agosti, J. Allan.
  
  Special issue on methods and tools for the automatic construction of hypertext, in: Information Processing and Retrieval, 1997, vol. 33, n^o 2.
• 48C. A. Bhatt, M. S. Kankanhalli.
  
  Multimedia data mining: State of the art and challenges, in: Multimedia Tools and Applications, 2011, vol. 51, n^o 1, pp. 35–76.
• 49R. Bois, A. Simon, R. Sicre, G. Gravier, P. Sébillot, E. Morin.
  
  IRISA at TrecVid2015: Leveraging Multimodal LDA for Video Hyperlinking, in: Proc. of the TRECVid Workshop, 2015.
• 50O. Chum, J. Matas.
  
  Large-Scale Discovery of Spatially Related Images, in: Pattern Analysis and Machine Intelligence, 2010, vol. 32, n^o 2, pp. 371-377.
• 51M. Eskevich, G. J. Jones, S. Chen, R. Aly, R. Ordelman, D. Nadeem, C. Guinaudeau, G. Gravier, P. Sébillot, T. De Nies, P. Debevere, R. V. de Walle, P. Galušcková, P. Pecina, M. Larson.
  
  Multimedia Information Seeking through Search And Hyperlinking, in: Intl. Conf. on Multimedia Retrieval, 2013.
• 52C. Herley.
  
  ARGOS: Automatically extracting Repeating Objects from multimedia Streams, in: IEEE Trans. on Multimedia, Feb. 2006, vol. 8, n^o 1, pp. 115–129.
• 53A. Park, J. R. Glass.
  
  Unsupervised pattern discovery in speech, in: IEEE Transaction on Acoustic, Speech and Language Processing, Jan. 2008, vol. 16, n^o 1, pp. 186–197.
• 54K. M. Pua, J. Gauch, S. E. Guch, J. Z. Miadowicz.
  
  Real time repeated video sequence identification, in: Computer Vision and Image Understanding, 2004, vol. 93, n^o 2004, pp. 310–327.
• 55A. Simon, P. Sébillot, G. Gravier.
  
  Hierarchical topic structuring: from dense segmentation to topically focused fragments via burst analysis, in: Recent Advances on Natural Language Processing, Hissar, Bulgaria, 2015.
  
  https://hal.archives-ouvertes.fr/hal-01186443
• 56C. G. M. Snoek, M. Worring.
  
  Multimodal Video Indexing: A Review of the State-of-the-Art, in: Multimedia Tools and Applications, 2005, vol. 25, n^o 1, pp. 5–35.
• 57O. de Rooij, M. Worring.
  
  Browsing Video Along Multiple Threads, in: IEEE Transactions on Multimedia, 2010, vol. 12, n^o 2, pp. 121–130.