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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 2A. Bourrier, F. Perronnin, R. Gribonval, P. Pérez, H. Jégou.

    Explicit embeddings for nearest neighbor search with Mercer kernels, in: Journal of Mathematical Imaging and Vision, January 2015, pp. 1-10. [ DOI : 10.1007/s10851-015-0555-2 ]

    https://hal.inria.fr/hal-00722635
  • 3V. Claveau, E. Kijak.

    Thésaurus distributionnels pour la recherche d'information et vice-versa, in: Revue des Sciences et Technologies de l'Information - Série Document Numérique, 2015, vol. 18, no 2-3. [ DOI : 10.3166/DN.18.2-3.101-121 ]

    https://hal.archives-ouvertes.fr/hal-01226551
  • 4V. Claveau, S. Lefèvre.

    Topic segmentation of TV-streams by watershed transform and vectorization, in: Computer Speech and Language, 2015, vol. 29, no 1, pp. 63-80. [ DOI : 10.1016/j.csl.2014.04.006 ]

    https://hal.archives-ouvertes.fr/hal-00998259
  • 5T. Guyet, S. Malinowski, M.-C. Benyounès.

    Extraction des zones cohérentes par l’analyse spatio-temporelle d’images de télédétection, in: International Journal of Geomatics and Spatial Analysis / Revue Internationale de Géomatique, 2015, 22 p.

    https://hal.inria.fr/hal-01184095
  • 6A. Iscen, G. Tolias, P.-H. Gosselin, H. Jégou.

    A comparison of dense region detectors for image search and fine-grained classification, in: IEEE Transactions on Image Processing, 2015, 00 p. [ DOI : 10.1109/TIP.2015.2423557 ]

    https://hal.inria.fr/hal-01143201
  • 7M. Jain, H. Jégou, P. Bouthemy.

    Improved motion description for action classification, in: Frontiers in ICT, December 2015. [ DOI : 10.3389/fict.2015.00028 ]

    https://hal.inria.fr/hal-01247605
  • 8P. Tirilly, V. Claveau, P. Gros.

    From Text to Images: Weighting Schemes for Image Retrieval, in: Journal of Multimedia, January 2015, vol. 10, no 1, pp. 1-21. [ DOI : 10.4304/jmm.10.01.1-21 ]

    https://hal.archives-ouvertes.fr/hal-01122069
  • 9G. Tolias, Y. Avrithis, H. Jégou.

    Image search with selective match kernels: aggregation across single and multiple images, in: International Journal of Computer Vision, 2015, 00 p.

    https://hal.inria.fr/hal-01131898
  • 10G. Tolias, A. Bursuc, T. Furon, H. Jégou.

    Rotation and translation covariant match kernels for image retrieval, in: Computer Vision and Image Understanding, June 2015, 15 p. [ DOI : 10.1016/j.cviu.2015.06.007 ]

    https://hal.archives-ouvertes.fr/hal-01168525

International Conferences with Proceedings

  • 11L. Amsaleg, C. Oussama, T. Furon, S. Girard, M. E. Houle, K.-I. Kawarabayashi.

    Estimating Local Intrinsic Dimensionality, in: 21st Conf. on Knowledge Discovery and Data Mining, KDD2015, Sidney, Australia, ACM (editor), ACM, August 2015.

    https://hal.inria.fr/hal-01159217
  • 12B. Arnulphy, V. Claveau, X. Tannier, A. Vilnat.

    Supervised Machine Learning Techniques to Detect TimeML Events in French and English, in: 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015, Passau, Germany, C. Beimann, S. Handschuch, A. Freitas, F. Meziane, E. Métais (editors), Springer, June 2015, vol. 9103. [ DOI : 10.1007/978-3-319-19581-0_2 ]

    https://hal.archives-ouvertes.fr/hal-01226541
  • 13A. Bailly, S. Malinowski, R. Tavenard, T. Guyet, L. Chapel.

    Bag-of-Temporal-SIFT-Words for Time Series Classification, in: ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Porto, Portugal, September 2015.

    https://halshs.archives-ouvertes.fr/halshs-01184900
  • 14P. Bosilj, E. Kijak, M. H. Wilkinson, S. Lefèvre.

    Short Local Descriptors from 2D Connected Pattern Spectra, in: IEEE International Conference on Image Processing, Quebec City, Canada, 2015.

    https://hal.inria.fr/hal-01134071
  • 15P. Bosilj, M. H. Wilkinson, E. Kijak, S. Lefèvre.

    Local 2D Pattern Spectra as Connected Region Descriptors, in: International Symposium on Mathematical Morphology, Reykjavik, Iceland, Lecture Notes in Computer Science, Springer, 2015, vol. 9082, pp. 182-193. [ DOI : 10.1007/978-3-319-18720-4_16 ]

    https://hal.archives-ouvertes.fr/hal-01168146
  • 16V. Claveau, T. Hamon, S. Le Maguer, N. Grabar.

    Health consumer-oriented information retrieval, in: Medical Informatics Europe conference, MIE 2015, Madrid, Spain, May 2015.

    https://hal.archives-ouvertes.fr/hal-01226544
  • 17V. Claveau, E. Kijak.

    Strategies to select examples for Active Learning with Conditional Random Fields, in: Conférence TALN 2015, Caen, France, June 2015.

    https://hal.archives-ouvertes.fr/hal-01206847
  • 18G. Gravier, G. J. Jones, M. Larson, R. Ordelman.

    Overview of the 2015 Workshop on Speech, Language and Audio in Multimedia, in: ACM International Conference on Multimedia, Brisbane, Australia, 2015. [ DOI : 10.1145/2733373.2806414 ]

    https://hal.archives-ouvertes.fr/hal-01186433
  • 19G. 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: The 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Miami, United States, January 2016.

    https://hal.inria.fr/hal-01214829
  • 20C. Hardy, L. Amsaleg, G. Gravier, S. Malinowski, R. Quiniou.

    Sequential pattern mining on multimedia data, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database Workshop on Advanced Analytics and Learning on Temporal Data, Porto, Portugal, 2015.

    https://hal.archives-ouvertes.fr/hal-01186446
  • 21B. T. Jónsson, G. Tómasson, H. Sigurþórsson, Á. Eríksdóttir, L. Amsaleg, M. K. Larusdottir.

    A Multi-Dimensional Data Model for Personal Photo Browsing, in: International Conference on Multimedia Modelling, Sydney, Australia, 2015.

    https://hal.inria.fr/hal-01083344
  • 22B. Þ. Jónsson, M. Worring, J. Zahálka, S. Rudinac, L. Amsaleg.

    Ten Research Questions for Scalable Multimedia Analytics, in: The 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Miami, United States, January 2016.

    https://hal.inria.fr/hal-01214847
  • 23S. Le Maguer, T. Hamon, N. Grabar, V. Claveau.

    Recherche d'information médicale pour le patient Impact de ressources terminologiques, in: COnférence en Recherche d’Information et Applications, CORIA 2015, Paris, France, March 2015.

    https://hal.archives-ouvertes.fr/hal-01226537
  • 24R. Qader, G. Lecorvé, D. Lolive, P. Sébillot.

    Probabilistic Speaker Pronunciation Adaptation for Spontaneous Speech Synthesis Using Linguistic Features, in: International Conference on Statistical Language and Speech Processing (SLSP), Budapest, Hungary, November 2015, 12 p.

    https://hal.inria.fr/hal-01181192
  • 25B. Qu, F. Vallet, J. Carrive, G. Gravier.

    Content-based discovery of multiple structures from episodes of recurrent TV programs based on grammatical inference, in: International Conference on Multimedia Modelling, Sydney, Australia, January 2015.

    https://hal.archives-ouvertes.fr/hal-01089237
  • 26A.-R. Simon, R. Bois, G. Gravier, P. Sébillot, E. Morin, S. Moens.

    Hierarchical Topic Models for Language-based Video Hyperlinking, in: Workshop on Speech, Language and Audio in Multimedia, Brisbane, Australia, 2015. [ DOI : 10.1145/2802558.2814642 ]

    https://hal.archives-ouvertes.fr/hal-01186429
  • 27A.-R. Simon, G. Gravier, P. Sébillot.

    IRISA at MediaEval 2015: Search and Anchoring in Video Archives Task, in: Working Notes Proceedings of the MediaEval Workshop, Wurzen, Germany, 2015.

    https://hal.archives-ouvertes.fr/hal-01196176
  • 28A. 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
  • 29V. Vukotic, C. Raymond, G. Gravier.

    Is it time to switch to Word Embedding and Recurrent Neural Networks for Spoken Language Understanding?, in: InterSpeech, Dresde, Germany, September 2015.

    https://hal.inria.fr/hal-01196915
  • 30C. E. dos Santos Jr., G. Gravier, W. Robson Schwartz.

    SSIG and IRISA at Multimodal Person Discovery, in: Working Notes Proceedings of the MediaEval Workshop, Wurzen, Germany, 2015.

    https://hal.archives-ouvertes.fr/hal-01196171
  • 31C. E. dos Santos Jr., E. Kijak, G. Gravier, W. Robson Schwartz.

    Learning to Hash Faces Using Large Feature Vectors, in: International Workshop on Content-based Multimedia Indexing, Prague, Czech Republic, 2015.

    https://hal.archives-ouvertes.fr/hal-01186444

National Conferences with Proceedings

  • 32R. Bois, G. Gravier, P. Sébillot, E. Morin.

    Towards a typology of links between journalistic content, in: 22e conférence Traitement automatique des langues naturelles, TALN 2015, Caen, France, June 2015, pp. 515-521, papier court.

    https://hal.inria.fr/hal-01196052
  • 33V. Claveau, E. Kijak.

    Thésaurus distributionnels pour la recherche d'information et vice-versa, in: Conférence en Recherche d’Information et Applications, Paris, France, Actes de la conférence CORIA 2015, March 2015.

    https://hal.archives-ouvertes.fr/hal-01226532
  • 34V. Vukotic, V. Claveau, C. Raymond.

    IRISA at DeFT 2015: Supervised and Unsupervised Methods in Sentiment Analysis, in: DeFT, Défi Fouille de Texte, joint à la conférence TALN 2015, Caen, France, Actes de l'atelier DeFT, Défi Fouille de Texte, joint à la conférence TALN 2015, June 2015.

    https://hal.archives-ouvertes.fr/hal-01226528

Conferences without Proceedings

  • 35R. Balu, T. Furon, L. Amsaleg.

    Sketching techniques for very large matrix factorization, in: ECIR 2016 - 38th European Conference on Information Retrieval, Padoue, Italy, 2016.

    https://hal.inria.fr/hal-01249621
  • 36P. Bosilj, E. Aptoula, S. Lefèvre, E. Kijak.

    Satellite image retrieval with pattern spectra descriptors, in: International Conference on Image Information Mining: Geospatial Intelligence from Earth Observation (IIM), Bucarest, Romania, 2015.

    https://hal.archives-ouvertes.fr/hal-01253815
  • 37P. Bosilj, E. Kijak, S. Lefèvre.

    Beyond MSER: Maximally Stable Regions using Tree of Shapes, in: British Machine Vision Conference, Swansea, United Kingdom, September 2015.

    https://hal.archives-ouvertes.fr/hal-01194372
  • 38A. Bursuc, G. Tolias, H. Jégou.

    Kernel Local Descriptors with Implicit Rotation Matching, in: ACM International Conference on Multimedia Retrieval, Shanghai, China, 2015.

    https://hal.inria.fr/hal-01145656
  • 39T. Gaillat, P. Sébillot, N. BALLIER.

    Comparing corpora to identify learner-specific features of English: The case of this, that and it, in: Learner Corpus Research Conference (LCR 2015), Radboud, Netherlands, Radboud University, September 2015, pp. 68-69.

    https://hal-univ-diderot.archives-ouvertes.fr/hal-01239837
  • 40M. Shi, Y. Avrithis, H. Jégou.

    Early burst detection for memory-efficient image retrieval, in: Computer Vision and Pattern Recognition, Boston, United States, June 2015.

    https://hal.inria.fr/hal-01146533
  • 41D. Weissenbacher, C. Raymond.

    Tree-Structured Named Entities Extraction from Competing Speech Transcriptions, in: International Conference on Application of Natural Language to Information Systems, Passau, Germany, June 2015. [ DOI : 10.1007/978-3-319-19581-0_22 ]

    https://hal.inria.fr/hal-01196808
  • 42L. Weng, I.-H. Jhuo, M. Shi, M. Sun, W.-H. Cheng, L. Amsaleg.

    Supervised multi-scale locality sensitive hashing, in: Proc. of International Conference on Multimedia Retrieval (ICMR), Shanghai, China, June 2015.

    https://hal.inria.fr/hal-01141225

Internal Reports

  • 43A. Iscen, M. RABBAT, T. Furon.

    Efficient Large-Scale Similarity Search Using Matrix Factorization, Inria ; MCGILL UNIVERSITY, December 2015, no 8820.

    https://hal.inria.fr/hal-01238242
  • 44M. Shi, Y. Avrithis, H. Jégou.

    Early burst detection for memory-efficient image retrieval, Inria Rennes, June 2015.

    https://hal.inria.fr/hal-01166239

Scientific Popularization

  • 45P. Sébillot.

    Natural language processing faced with big and potentially impaired textual data: What difference does it make?, in: Big data : nouvelles partitions de l'information. Actes du séminaire IST Inria,, octobre 2014, L. Calderan, P. Laurent, H. Lowinger, J. Millet (editors), Information et stratégie, De Boeck, February 2015, pp. 43-60.

    https://hal.archives-ouvertes.fr/hal-01056396

Other Publications

  • 46A. Bailly, S. Malinowski, R. Tavenard, T. Guyet, L. Chapel.

    Dense Bag-of-Temporal-SIFT-Words for Time Series Classification, January 2016, working paper or preprint.

    https://hal.archives-ouvertes.fr/hal-01252726
  • 47L. Weng, M. Karsai, N. Perra, F. Menczer, A. Flammini.

    Attention on Weak Ties in Social and Communication Networks, September 2015, working paper or preprint.

    https://hal.inria.fr/hal-01203175
References in notes
  • 48M. Agosti, J. Allan.

    Special issue on methods and tools for the automatic construction of hypertext, in: Information Processing and Retrieval, 1997, vol. 33, no 2.
  • 49C. A. Bhatt, M. S. Kankanhalli.

    Multimedia data mining: State of the art and challenges, in: Multimedia Tools and Applications, 2011, vol. 51, no 1, pp. 35–76.
  • 50O. Chum, J. Matas.

    Large-Scale Discovery of Spatially Related Images, in: Pattern Analysis and Machine Intelligence, 2010, vol. 32, no 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, no 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, no 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, no 2004, pp. 310–327.
  • 55C. G. M. Snoek, M. Worring.

    Multimodal Video Indexing: A Review of the State-of-the-Art, in: Multimedia Tools and Applications, 2005, vol. 25, no 1, pp. 5–35.
  • 56O. de Rooij, M. Worring.

    Browsing Video Along Multiple Threads, in: IEEE Transactions on Multimedia, 2010, vol. 12, no 2, pp. 121–130.


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