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ORCIDKDIR 2012: Barcelona, Spain
- Ana L. N. Fred, Joaquim Filipe:
KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4 - 7 October, 2012. SciTePress 2012, ISBN 978-989-8565-29-7
Invited Speakers
Keynote Speakers
- Daniel E. O'Leary:
Enterprise Ontologies - Emerging Issues from the Internet of Things and Social Media. KDIR 2012 - Sophia Ananiadou:
Extracting Semantically Enriched Events from the Literature. KDIR 2012 - Alfred Inselberg:
Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. KDIR 2012 - Peter F. Patel-Schneider:
Challenges in the Core of Ontology Support Systems. KDIR 2012 - Florian Michahelles:
Internet of Things - Towards New Frontiers of Knowledge Management. KDIR 2012
Full Papers
- Mika Timonen:
Categorization of Very Short Documents. KDIR 2012: 5-16 - Eugene Santos Jr., Qi Gu, Eunice E. Santos, John Korah:
Finite Belief Fusion Model for Hidden Source Behavior Change Detection. KDIR 2012: 17-24 - Zeev Volkovich, Renata Avros:
Model Selection and Stability in Spectral Clustering . KDIR 2012: 25-34 - Yishu Miao, Chunping Li, Hui Wang, Lu Zhang:
Infinite Topic Modelling for Trend Tracking - Hierarchical Dirichlet Process Approaches with Wikipedia Semantic based Method. KDIR 2012: 35-44 - Artur Abdullin, Olfa Nasraoui:
A Semi-supervised Learning Framework to Cluster Mixed Data Types. KDIR 2012: 45-54 - Maunendra Sankar Desarkar, Sudeshna Sarkar:
User based Collaborative Filtering with Temporal Information for Purchase Data. KDIR 2012: 55-64 - Günter Neumann, Sven Schmeier:
Guided Exploratory Search on the Mobile Web. KDIR 2012: 65-74 - Nicola Barbieri, Antonio Bevacqua, Marco Carnuccio, Giuseppe Manco, Ettore Ritacco:
Probabilistic Sequence Modeling for Recommender Systems. KDIR 2012: 75-84 - Mihaela Dînsoreanu, Florin Cristian Macicasan, Octavian Lucian Hasna, Rodica Potolea:
A Unified Approach for Context-sensitive Recommendations. KDIR 2012: 85-94 - Sebastian Wandelt, Ulf Leser:
String Searching in Referentially Compressed Genomes. KDIR 2012: 95-102 - Xiaofan Feng, Abdou Youssef, Sithu Sudarsan:
Robust Template Identification of Scanned Documents. KDIR 2012: 103-110 - Emmanuel Bresso, Renaud Grisoni, Marie-Dominique Devignes, Amedeo Napoli, Malika Smaïl-Tabbone:
Formal Concept Analysis for the Interpretation of Relational Learning Applied on 3D Protein-binding Sites. KDIR 2012: 111-120
Short Papers
- Nuno Moniz, Fátima Rodrigues:
Extracting Structure, Text and Entities from PDF Documents of the Portuguese Legislation. KDIR 2012: 123-131 - Bharat Bhasker:
Comparative Study of Collaborative Filtering Algorithms. KDIR 2012: 132-137 - Frank W. Takes, Walter A. Kosters:
The Difficulty of Path Traversal in Information Networks. KDIR 2012: 138-144 - Karsten Martiny:
Unsupervised Discovery of Significant Candlestick Patterns for Forecasting Security Price Movements. KDIR 2012: 145-150 - Roberto Zanon, Simone Albertini, Moreno Carullo, Ignazio Gallo:
A New Query Suggestion Algorithm for Taxonomy-based Search Engines. KDIR 2012: 151-156 - José Luís Devezas, Álvaro Figueira:
Interactive Visualization of a News Clips Network - A Journalistic Research and Knowledge Discovery Tool. KDIR 2012: 157-162 - Hendrik Schöneberg, Frank Müller:
Contextual Approaches for Identification of Toponyms in Ancient Documents. KDIR 2012: 163-168 - Chutima Chueaphun, Atcharin Klomsae, Sanparith Marukatat, Jeerayut Chaijaruwanich:
Lanna Dharma Printed Character Recognition using k-Nearest Neighbor and Conditional Random Fields. KDIR 2012: 169-174 - Alexei Manso Corrêa Machado:
Factor Analysis and the Retrieval of Medical Images Depicting Structures with Similar Shapes. KDIR 2012: 175-180 - Brent Wenerstrom, Mehmed M. Kantardzic:
Search Result Summaries Improved by Structure and Multimedia. KDIR 2012: 181-186 - Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR 2012: 187-192 - Fumiyo Fukumoto, Chihiro Motegi, Suguru Matsuyoshi:
Collaborative Filtering based on Sentiment Analysis of Guest Reviews for Hotel Recommendation. KDIR 2012: 193-198 - Yuka Ikebe, Masaji Katagiri, Haruo Takemura:
Friendship Prediction using Semi-supervised Learning of Latent Features in Smartphone Usage Data. KDIR 2012: 199-205 - Francisco Zamora-Martínez, Pablo Romeu, Juan Pardo, Daniel Tormo:
Some Empirical Evaluations of a Temperature Forecasting Module based on Artificial Neural Networks for a Domotic Home Environment. KDIR 2012: 206-211 - Pablo Gay, Beatriz López, Joaquím Meléndez:
Constraint-programming Approach for Multiset and Sequence Mining. KDIR 2012: 212-220 - Giuliano Armano, Alessandro Giuliani, Eloisa Vargiu:
Are Related Links Effective for Contextual Advertising? - A Preliminary Study. KDIR 2012: 221-226 - Antonio d'Acierno, Marco Leone, Alessia Saggese, Mario Vento:
An Efficient Strategy for Spatio-temporal Data Indexing and Retrieval. KDIR 2012: 227-232 - Sebastian Lindner, Winfried Höhn:
Parsing and Maintaining Bibliographic References - Semi-supervised Learning of Conditional Random Fields with Constraints. KDIR 2012: 233-238 - Hiep Phuc Luong, Tin Huynh, Susan Gauch, Kiem Hoang:
Exploiting Social Networks for Publication Venue Recommendations. KDIR 2012: 239-245 - Laura Fontán, Rafael López-García, Manuel Álvarez, Alberto Pan:
Automatically Extracting Complex Data Structures from the Web. KDIR 2012: 246-251 - Maryam Sorkhi, Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh:
A Game-Theoretic Framework to Identify Top-K Teams in Social Networks. KDIR 2012: 252-257 - Harshit Dubey, Saket Bharambe, Vikram Pudi:
BINGR: Binary Search based Gaussian Regression. KDIR 2012: 258-263 - Stephan Spiegel, Sahin Albayrak:
An Order-invariant Time Series Distance Measure - Position on Recent Developments in Time Series Analysis. KDIR 2012: 264-268 - Shahadat Uddin, Simon Reay Atkinson, Liaquat Hossain:
New Directions in the Analysis of Social Network Dynamics. KDIR 2012: 269-274 - Leslie Ball, Gavin Ewan, Natalie Coull:
Undermining - Social Engineering using Open Source Intelligence Gathering. KDIR 2012: 275-280 - Marina Litvak, Natalia Vanetik:
Polytope Model for Extractive Summarization. KDIR 2012: 281-286 - Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR 2012: 287-292 - João M. M. Duarte, Ana L. N. Fred, F. Jorge F. Duarte:
Evidence Accumulation Clustering using Pairwise Constraints. KDIR 2012: 293-299 - Akram Alkouz, Sahin Albayrak:
An Interests Discovery Approach in Social Networks based on a Semantically Enriched Bayesian Network Model. KDIR 2012: 300-305 - Asmaa Mountassir, Houda Benbrahim, Ilham Berrada:
Addressing the Problem of Unbalanced Data Sets in Sentiment Analysis. KDIR 2012: 306-311
Posters
- Libia I. García, Isel Grau, Ricardo Grau:
Predicting the Efficiency with Knowledge Discovery of a Budgeted Company: A Cuban University - Validation through Three Semesters. KDIR 2012: 315-318 - Sudip Bhattacharjee, Fidan Boylu, Ram D. Gopal:
Product Assortment Decisions for a Network of Retail Stores using Data Mining with Optimization. KDIR 2012: 319-323 - Oscar Quiroga, Joaquím Meléndez, Sergio Herraiz:
Frequent and Significant Episodes in Sequences of Events - Computation of a New Frequency Measure based on Individual Occurrences of the Events. KDIR 2012: 324-328 - Ronald de Haan, Mikhail Roshchin:
Detecting Temporally Related Arithmetical Patterns - An Extension of Complex Event Processing. KDIR 2012: 329-332 - Vreixo Formoso, Diego Fernández, Fidel Cacheda, Victor Carneiro:
Using Neighborhood Pre-computation to Increase Recommendation Efficiency. KDIR 2012: 333-335 - Sebastian Fleissner, Alex Chengyu Fang:
A Syntax-oriented Event Extraction Approach. KDIR 2012: 336-339 - Tomas Potuzak:
Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm. KDIR 2012: 340-343 - Pierfrancesco Bellini, Daniele Cenni, Paolo Nesi:
On the Effectiveness and Optimization of Information Retrieval for Cross Media Content. KDIR 2012: 344-347 - Camelia Lemnaru, Andreea Tudose-Vintila, Andrei Coclici, Rodica Potolea:
A Hybrid Solution for Imbalanced Classification Problems - Case Study on Network Intrusion Detection. KDIR 2012: 348-352 - Camelia Lemnaru, Andreea Sin-Neamtiu, Mihai-Andrei Veres, Rodica Potolea:
A System for Historical Documents Transcription based on Hierarchical Classification and Dictionary Matching. KDIR 2012: 353-357 - Ladislav Beránek:
A Framework for Situation Inference based on Belief Function Theory. KDIR 2012: 358-361 - Felice Ferrara, Carlo Tasso:
A Keyphrase Extraction Approach for Social Tagging Systems. KDIR 2012: 362-365 - Aldo Dagnino:
Knowledge Discovery in the Smart Grid - A Machine Learning Approach. KDIR 2012: 366-369 - Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos:
LitRec vs. Movielens - A Comparative Study. KDIR 2012: 370-373 - Sai Hung Cheung, Yun Zhang, Zhiye Zhao:
A Bayesian Approach for Constructing Ensemble Neural Network. KDIR 2012: 374-377 - Víctor M. Prieto, Manuel Álvarez, Rafael López-García, Fidel Cacheda:
Architecture for a Garbage-less and Fresh Content Search Engine. KDIR 2012: 378-381 - Faten F. Kharbat, Larry Bull, Mohammed Odeh:
A New Compaction Algorithm for LCS Rules - Breast Cancer Dataset Case Study. KDIR 2012: 382-385 - Natalia Vanetik:
Classification of Datasets with Frequent Itemsets is Wild. KDIR 2012: 386-389 - Fábio Alexandre Pereira dos Santos, Rui César das Neves, Joaquim Belo Filipe:
On the Generation of Dynamic Business Indicators. KDIR 2012: 390-394
Special Session on Text Mining
Full Papers
- Mena B. Habib, Maurice van Keulen:
Improving Toponym Disambiguation by Iteratively Enhancing Certainty of Extraction. KDIR 2012: 399-410 - Mika Timonen, Timo Toivanen, Yue Teng, Chao Chen, Liang He:
Informativeness-based Keyword Extraction from Short Documents. KDIR 2012: 411-421
Short Papers
- Ondrej Hava, Miroslav Skrbek, Pavel Kordík:
Contextual Latent Semantic Networks used for Document Classification. KDIR 2012: 425-430 - Liliana A. S. Medina, Ana L. N. Fred, Rui Rodrigues, Joaquim Filipe:
Measuring Entity Semantic Relatedness using Wikipedia. KDIR 2012: 431-437
Special Session on Information Filtering and Retrieval: Novel Distributed Systems and Applications
Full Papers
- Thi Thuy Anh Nguyen, Stefan Conrad:
A New Structure-based Similarity Measure for Automatic Ontology Matching. KDIR 2012: 443-449 - Antonio J. Reinoso, Juan Ortega-Valiente, Rocío Muñoz-Mansilla, Gabriel Pastor:
Visitors and Contributors in Wikipedia. KDIR 2012: 450-456 - Agnese Augello, Manuel Gentile, Giovanni Pilato, Giorgio Vassallo:
Geometric Encoding of Sentences based on Clifford Algebra. KDIR 2012: 457-462 - Rodolfo Delmonte:
Predicate Argument Structures for Information Extraction from Dependency Representations - Null Elements are Missing. KDIR 2012: 463-474
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