KDIR 2010: Valencia, Spain
Ana L. N. Fred, Joaquim Filipe (Eds.): KDIR 2010 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Valencia, Spain, October 25-28, 2010. SciTePress 2010 ISBN 978-989-8425-28-7
Invited Speakers
Keynote Speakers
- Edwin Diday: Extracting Knowledge from Complex Data by Symbolic Data Analysis. 05-06
- Rudi Studer: Process-oriented Semantic Web Search - Using Lightweight Semantic Models for Supporting the Search Process. 07
- Joydeep Ghosh: Actionable Mining of Large, Multi-relational Data using Localized Predictive Models. 09-010
- Oscar Pastor: Conceptual Modeling for the Human Genome Challenge. 011
- Alain Bernard: Characterisation, Formalisation and Reuse of Knowledge - Models, Methods and Application Cases. 013
Full Papers
- Manuel Möller, Patrick Ernst, Andreas Dengel, Daniel Sonntag: Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. 5-13
- Andrea Addis, Giuliano Armano, Eloisa Vargiu: Assessing Progressive Filtering to Perform Hierarchical Text Categorization in Presence of Input Imbalance. 14-23
- Manel Elloumi-Chaabene, Nesrine Ben Mustapha, Hajer Baazaoui Zghal, Antonio Moreno, David Sánchez: Evolutive Content-based Search System - Semantic Search System based on Case-based-Reasoning and Ontology Enrichment. 24-34
- Steven B. Kraines, Weisen Guo, Daisuke Hoshiyama, Haruo Mizutani, Toshihisa Takagi: Generating Literature-based Knowledge Discoveries in Life Sciences using Relationship Associations. 35-44
- Carolin Kaiser, Sabine Schlick, Freimut Bodendorf: Discovering Critical Situations in Online Social Networks - A Neuro Fuzzy Approach to Alert Marketing Managers. 56-64
- Elina Parviainen, Jaakko Riihimäki, Yoan Miche, Amaury Lendasse: Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network. 65-73
- Tingting Mu, Sophia Ananiadou: Proximity-based Graph Embeddings for Multi-label Classification. 74-84
- André Gohr, Myra Spiliopoulou, Alexander Hinneburg: Visually Summarizing the Evolution of Documents under a Social Tag. 85-94
- Luca Palmerini, Laura Rocchi, Sabato Mellone, Lorenzo Chiari, Franco Valzania: Feature Selection for the Instrumented Timed Up and Go in Parkinson's Disease. 95-99
- Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos: Crosssense - Sensemaking in a Folksonomy with Cross-modal Clustering over Content and User Activities. 100-111
- Sanasam Ranbir Singh, Hema A. Murthy, Timothy A. Gonsalves: Dynamic Query Expansion based on User's Real Time Implicit Feedback. 112-121
- Ismail Melih Önem: Unwanted Behaviour Detection and Classification in Network Traffic. 122-128
Short Papers
- Anwar Alhenshiri, Carolyn R. Watters, Michael A. Shepherd, Jack Duffy: Web Information Gathering Tasks - A Framework and Research Agenda. 131-140
- Antoine Doucet, Helena Ahonen-Myka: Statistical Methods for the Evaluation of Indexing Phrases. 141-149
- Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing Yang, Ming-Chao Chiang: An Efficient PSO-based Clustering Algorithm. 150-155
- Moreno Carullo, Elisabetta Binaghi: Machine Learning and Link Analysis for Web Content Mining. 156-161
- Parthasarathy K., Sreenivasa P. Kumar, Dominic Damien: Answer Graph Construction for Keyword Search on Graph Structured(RDF) Data. 162-167
- Joan Codina-Filba, David F. Nettleton: Collective Behaviour in Internet - Tendency Analysis of the Frequency of User Web Queries. 168-175
- Antonio Terroba Acha, Walter A. Kosters, Jonathan K. Vis: Tactical Analysis Modeling through Data Mining - Pattern Discovery in Racket Sports. 176-181
- Niraj Kumar, Venkata Vinay Babu Vemula, Kannan Srinathan, Vasudeva Varma: Exploiting N-gram Importance and Wikipedia based Additional Knowledge for Improvements in GAAC based Document Clustering. 182-187
- Khurram Khurshid, Imran Siddiqi, Claudie Faure, Nicole Vincent: Information Retrieval from Historical Document Image Base. 188-193
- Ryohei Nakano, Naoya Yamada: Number Theory-based Induction of Deterministic Context-free L-system Grammar. 194-199
- Harun Gökçe, Osman Abul: A Tradeoff Balancing Algorithm for Hiding Sensitive Frequent Itemsets. 200-205
- Andrew I. Schein, Johnnie F. Caver, Randale J. Honaker, Craig H. Martell: Author Attribution Evaluation with Novel Topic Cross-validation. 206-215
- Takeshi Ozeki, Teruhiko Kudo, Yosuke Takeda: Multi-modal Analysis of Complex Network - Point Stimulus Response Depending on Its Location in the Network. 226-231
- P. Viswanath, V. Suresh Babu, T. Naveen Kumar: A Method to Generate a Reduced Training Set for Faster and Better Nearest Neighbor Classification. 232-236
- T. Maruthi Padmaja, Raju S. Bapi, P. Radha Krishna: A Class Specific Dimensionality Reduction Framework for Class Imbalance Problem: CPC_SMOTE. 237-242
- Nihar Sharma, Vasudeva Varma: Query Processing for Enterprise Search with Wikipedia Link Structure. 243-248
- Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand: Kernel Overlapping K-Means for Clustering in Feature Space. 250-255
- Runxin Wang, Lei Shi, Mícheál Ó Foghlú, Eric Robson: A Meta-learning Method for Concept Drift. 257-262
- José L. Balcázar, Cristina Tîrnauca, Marta E. Zorrilla: Filtering Association Rules with Negations on the Basis of Their Confidence Boost. 263-268
- Ashok Veilumuthu, Parthasarathy Ramachandran: Aggregation of Implicit Feedbacks from Search Engine Log Files. 269-274
- David Campos, Sérgio Matos, José Luís Oliveira: Recognition of Gene/Protein Names using Conditional Random Fields. 275-280
- Asma Ben Zakour, Marc Sistiaga, Sofian Maabout, Mohamed Mosbah: Time Constraints Extension on Frequent Sequential Patterns. 281-287
- Ounas Asfari, Bich-Liên Doan, Yolaine Bourda, Jean-Paul Sansonnet: A Context-based Model for Web Query Reformulation. 288-293
- Silviu Cucerzan: Does Capitalization Matter in Web Search? 302-306
- Leonid Molokov: Application of Combinatorial Methods to Protein Identification in Peptide Mass Fingerprinting. 307-313
- Yaakov HaCohen-Kerner, Nadav Schweitzer, Yaakov Shoham: Automatic Identification of Biblical Quotations in Hebrew-Aramaic Documents. 320-325
- Nicolas Cebron: Towards Learning with Objects in a Hierarchical Representation. 326-329
- Miguel Ballesteros, Susana Bautista, Pablo Gervás: Text Simplification using Dependency Parsing for Spanish. 330-335
- Miguel Ballesteros, Jesús Herrera, Virginia Francisco, Pablo Gervás: Giving Shape to an N-version Dependency Parser - Improving Dependency Parsing Accuracy for Spanish using Maltparser. 336-341
- Jan Rauch: Logic of Discovery, Data Mining and Semantic Web - Position Paper. 342-351
- Mennan Güder, Özgül Salor, Isik Çadirci: Integrated Instance-based and Kernel Methods for Power Quality Knowledge Modeling. 352-357
- Frank Seifert: Knowledge-based Mining of Patterns and Structure of Symbolic Music Files . 358-363
- John Chien-Han Tseng, Hsing-Kuo Kenneth Pao, Christos Faloutsos: The Typhoon Track Classification using Tri-plots and Markov Chain. 364-369
- Goo Jun, Joydeep Ghosh, Vladan Radosavljevic, Zoran Obradovic: Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes. 370-375
Posters
- José María Quinteiro-González, Ernestina Martel-Jordán, Pablo Hernández-Morera, Aaron López-Rodríguez, Leidia Martel-Monagas, Angelo Santana-del Pino: Recommendation System in an Audiovisual Delivery Platform. 379-382
- Gordana Pavlovic-Lazetic, Jelena Graovac: Ontology-driven Conceptual Document Classification. 383-386
- Hendrik Schöneberg: Context Vector Classification - Term Classification with Context Evaluation. 387-391
- Aditya Desai, Himanshu Singh, Vikram Pudi: SEAR - Scalable, Efficient, Accurate, Robust kNN-based Regression. 392-395
- Nguyen Chi Thanh, Koichi Yamada, Muneyuki Unehara: Clustering Documents with Large Overlap of Terms into Different Clusters based on Similarity Rough Set Model. 396-399
- F. T. W. (Frank) Koopmans, Theo P. van der Weide: Broader Perception for Local Community Identification. 400-403
- Johannes Liegl, Stefan Gindl, Arno Scharl, Alexander Hubmann-Haidvogel: Dictionary Extension for Improving Automated Sentiment Detection. 404-407
- Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa: A Content-Bsed Approach to Relevance Feedback in XML-IR for Content and Structure Queries. 418-427
- Romel Vázquez-Rodríguez, Carlos Pérez-Risquet, Inti Y. Gonzalez-Herrera, Alexis Fajardo-Moya, Juan Carlos Torres Cantero: A New Visual Data Mining Tool for gvSIG GIS. 428-431
- Ziqi Zhang, Victoria S. Uren, Fabio Ciravegna: A Comprehensive Solution to Procedural Knowledge Acquisition using Information Extraction. 432-437
- Saiful Akbar, Laura Slaughter, Øystein Nytrø: Extracting Main Content-blocks from Blog Posts. 438-443
- Haidi Badr, Nayer M. Wanas, Magda Fayek: AutoLSA: Automatic Dimension Reduction of LSA for Single-document Summarization. 444-448
- Yaakov HaCohen-Kerner, Shmuel Yishai Blitz: Initial Experiments with Extraction of Stopwords in Hebrew. 449-453
- Giuliano Armano, Eloisa Vargiu: A Unifying View of Contextual Advertising and Recommender Systems. 463-466
- Francisco Correia, Rui Camacho, João Correia Lopes: An Architecture for Collaborative Data Mining. 467-470
- Alain Simac-Lejeune, Michèle Rombaut, Patrick Lambert: Spatio-temporal Block Model for Video Indexation Assistance. 475-480
- Karolis Kleiza, Patrick Klein, Klaus-Dieter Thoben: Semantic Identification and Visualization of Significant Words within Documents - Approach to Visualize Relevant Words within Documents to a Search Query by Word Similarity Computation. 481-486
- Piotr Jedrzejczak, Marek Wojciechowski: Integrated Candidate Generation in Processing Batches of Frequent Itemset Queries using Apriori. 487-490
- Mamoun Abu Helou, Adnan Abid: Semantic Measures based on Wordnet using Multiple Information Sources. 500-503
- Geoffray Bonnin, Armelle Brun, Anne Boyer: Detecting Parallel Browsing to Improve Web Predictive Modeling. 504-509
- Pavel Mautner, Roman Moucek: Comparison of Neural Networks used for Processing and Categorization of Czech Written Documents. 510-513
- Ridha Ejbali, Mourad Zaied, Chokri Ben Amar: Intelligent Approach to Train Wavelet Networks for Recognition System of Arabic Words. 518-522
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