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KDIR 2015: Lisbon, Portugal
- Ana L. N. Fred, Jan L. G. Dietz, David Aveiro, Kecheng Liu, Joaquim Filipe:
KDIR 2015 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, part of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), Volume 1, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-158-8
Invited Speakers
Keynote Speakers
- Jan Vanthienen:
On Smart Data, Decisions and Processes. 5 - João César das Neves:
Business Ethics as Personal Ethics. 7 - Giancarlo Guizzardi
:
Formal Ontology, Patterns and Anti-Patterns for Next-Generation Conceptual Modeling. 9 - Ralf Bogusch:
Ontology-based Systems Engineering - The Smart Way of Realizing Complex Systems. 11
Papers
Full Papers
- Fumiyo Fukumoto, Yoshimi Suzuki:
Temporal-based Feature Selection and Transfer Learning for Text Categorization. 17-26 - Syed Masum Billah, Susan Gauch:
Social Network Analysis for Predicting Emerging Researchers. 27-35 - Christian Ernst, Youssef Hmamouche, Alain Casali:
POP: A Parallel Optimized Preparation of Data for Data Mining. 36-45 - Paul Parau, Camelia Lemnaru
Assessing Vertex Relevance based on Community Detection. 46-56 - Tomas Vileiniskis, Algirdas Sukys, Rita Butkiene:
An Approach for Semantic Search over Lithuanian News Website Corpus. 57-66 - Victor Ionescu, Rodica Potolea, Mihaela Dînsoreanu
Data Driven Structural Similarity. 67-74 - Yiqi Bai, Jie Wang:
News Classifications with Labeled LDA. 75-83 - Qinglin Cai
Piecewise Chebyshev Factorization based Nearest Neighbour Classification for Time Series. 84-91 - Abduladem Aljamel
Domain-Specific Relation Extraction. 92-103 - Enrico Giacinto Caldarola, Antonio Picariello, Antonio M. Rinaldi:
Big Graph-based Data Visualization Experiences. 104-115 - Khaled Nagi:
Bringing Search Engines to the Cloud using Open Source Components. 116-126 - Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini:
Markov Chain based Method for In-Domain and Cross-Domain Sentiment Classification. 127-137 - Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina:
Word Sense Discrimination on Tweets: A Graph-based Approach. 138-146 - Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari:
Leveraging Entity Linking to Enhance Entity Recognition in Microblogs. 147-155
Short Papers
- Salah Bouktif, Mamoun Adel Awad:
Predicting Stock Market Movement: An Evolutionary Approach. 159-167 - Wei Ding, Yongji Liu, Jianfeng Zhang:
Chinese-keyword Fuzzy Search and Extraction over Encrypted Patent Documents. 168-176 - Sabine Schlick, Isabella Eigner, Alex Fechner:
Using Collective Intelligence to Generate Trend-based Travel Recommendations. 177-185 - Antonio Capodieci, Daniele D'Aprile, Gianluca Elia, Francesca Grippa, Luca Mainetti:
Visualizing Cultural Digital Resources using Social Network Analysis. 186-194 - Tugba Halici, Utku Görkem Ketenci:
Comparison of Sampling Size Estimation Techniques for Association Rule Mining. 195-202 - Tatsuhiro Sakai, Keiichi Tamura, Shota Kotozaki, Tsubasa Hayashida, Hajime Kitakami:
Real-time Local Topic Extraction using Density-based Adaptive Spatiotemporal Clustering for Enhancing Local Situation Awareness. 203-210 - Takuto Enomoto, Masaomi Kimura:
Construction of a Bayesian Network as an Extension of Propositional Logic. 211-217 - Yasuo Saito, Masaomi Kimura, Satoshi Ishizaki:
Real-Time Prediction to Support Decision-making in Soccer. 218-225 - Astha Agrawal, Herna L. Viktor, Eric Paquet:
SCUT: Multi-Class Imbalanced Data Classification using SMOTE and Cluster-based Undersampling. 226-234 - Neha Sehgal
Aftermath of 2008 Financial Crisis on Oil Prices. 235-240 - Stefan Prisca, Mihaela Dînsoreanu
Topic Oriented Auto-completion Models. 241-248 - Marco R. Spruit
CIRA: A Competitive Intelligence Reference Architecture for Dynamic Solutions. 249-258 - Maria José Amorim, Margarida G. M. S. Cardoso:
Clustering Stability and Ground Truth: Numerical Experiments. 259-264 - Mourad Sarrouti, Abdelmonaime Lachkar, Saïd El Alaoui Ouatik
Biomedical Question Types Classification using Syntactic and Rule based Approach. 265-272 - Vladimír Bartík, Milan Pospísil:
Use of Frequent Itemset Mining Techniques to Analyze Business Processes. 273-280 - Rikard König, Ulf Johansson, Ann Lindqvist, Peter Brattberg:
Interesting Regression- and Model Trees Through Variable Restrictions. 281-292 - Mohamed Kharrat, Anis Jedidi
Annotating Real Time Twitter's Images/Videos Basing on Tweets. 293-300 - Eric Kergosien, Hugo Alatrista-Salas
When Textual Information Becomes Spatial Information Compatible with Satellite Images. 301-306 - Katashi Nagao, Kei Inoue, Naoya Morita, Shigeki Matsubara:
Automatic Extraction of Task Statements from Structured Meeting Content. 307-315 - Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera:
The NOESIS Open Source Framework for Network Data Mining. 316-321 - Mhairi McNeill, Robert Raeside, Martin Graham, Isaac Roseboom:
Comparing Summarisation Techniques for Informal Online Reviews. 322-329 - Tome Eftimov
POS Tagging-probability Weighted Method for Matching the Internet Recipe Ingredients with Food Composition Data. 330-336 - Filipa Peleja
Learning Text Patterns to Detect Opinion Targets. 337-343 - Zi-yu Yang, Xiao-yun Wang, Hong-mei Ma, Li Qin:
A Structural Model of Internet Organization Discovery. 344-349 - Jean-François Viaud, Karell Bertet, Christophe Demko, Rokia Missaoui:
The Reverse Doubling Construction. 350-357 - Ryo Takeshima, Katashi Nagao:
Tool and Evaluation Method for Idea Creation Support. 358-363 - Jingwen Wang, Jie Wang:
qRead: A Fast and Accurate Article Extraction Method from Web Pages using Partition Features Optimizations. 364-371 - Tatiana Jaworska:
CBIR Search Engine for User Designed Query (UDQ). 372-379 - Aunsia Khan, Muhammad Usman:
Early Diagnosis of Alzheimer's Disease using Machine Learning Techniques. 380-387 - Andreas Kapsalis, Panagiotis Kasnesis
A Cloud Platform for Classification and Resource Management of Complex Electromagnetic Problems. 388-393 - Leila Hamdad, Amine Abdaoui, Nabila Belattar, Mohamed Al Chikha:
EasySDM. 394-401 - Sarah Alhumoud
Arabic Sentiment Analysis using WEKA a Hybrid Learning Approach. 402-408 - Francisco J. Ribadas
Concept Profiles for Filtering Parliamentary Documents. 409-416 - Sarah Alhumoud
Hybrid Sentiment Analyser for Arabic Tweets using R. 417-424 - Swati Jadhav, Hongmei He
Prediction of Earnings per Share for Industry. 425-432 - Amna Dridi
KISS MIR: Keep It Semantic and Social Music Information Retrieval. 433-439 - Yeong-Hyeon Byeon, Keun-Chang Kwak:
Knowledge Discovery and Modeling based on Conditional Fuzzy Clustering with Interval Type-2 Fuzzy. 440-444 - Masnizah Mohd, Jaffar Atwan
Pseudo Relevance Feedback Technique and Semantic Similarity for Corpus-based Expansion. 445-450 - Dmitry M. Mikhaylov
Customer Tracking Systems based on Identifiers of Mobile Phones. 451-455 - Armel Lefebvre, Marco R. Spruit
Towards Reusability of Computational Experiments. 456-462 - Alexander Sakharov, Timothy Sakharov:
Data Parsing using Tier Grammars. 463-468 - Liliya Avdiyenko, Martin Nettling, Christiane Lemke, Matthias Wauer, Axel-Cyrille Ngonga Ngomo
Motive-based Search. 469-474 - Loc Nguyen
A New Approach for Collaborative Filtering based on Bayesian Network Inference. 475-480 - Luke B. Godfrey, Michael S. Gashler:
A Continuum among Logarithmic, Linear, and Exponential Functions, and Its Potential to Improve Generalization in Neural Networks. 481-486 - Shuhua Liu, Thomas Forss:
New Classification Models for Detecting Hate and Violence Web Content. 487-495 - Roberto Saia, Ludovico Boratto, Salvatore Carta:
Multiple Behavioral Models: A Divide and Conquer Strategy to Fraud Detection in Financial Data Streams. 496-503 - Shuhua Liu, Thomas Forss:
Automatic Tag Extraction from Social Media for Visual Labeling. 504-510 - Albert Weichselbraun, Norman Süsstrunk:
Optimizing Dependency Parsing Throughput. 511-516 - Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina:
Overlapping Kernel-based Community Detection with Node Attributes. 517-524 - Ahlem Bouziri, Chiraz Latiri, Éric Gaussier, Yassin Belhareth:
Learning Query Expansion from Association Rules Between Terms. 525-530 - Tarek Alloui, Imane Boussebough
Usearch: A Meta Search Engine based on a New Result Merging Strategy. 531-536 - Mikhail Hushchyn, Philippe Charpentier, Andrey Ustyuzhanin
Distributed Data Replication and Access Optimization for LHCb Storage System. 537-540
Special Session on Text Mining
Full Papers
- Luca Deri, Maurizio Martinelli
Large Scale Web-Content Classification. 545-554 - Jacob Søgaard Larsen, Line Katrine Harder Clemmensen
Non-negative Matrix Factorization for Binary Data. 555-563
Short Papers
- Elias Oliveira, Howard Roatti, Matheus de Araujo Nogueira, Henrique Gomes Basoni, Patrick Marques Ciarelli
Using the Cluster-based Tree Structure of k-Nearest Neighbor to Reduce the Effort Required to Classify Unlabeled Large Datasets. 567-576 - Victor U. Thompson, Christo Panchev, Michael Oakes
Performance Evaluation of Similarity Measures on Similar and Dissimilar Text Retrieval. 577-584
Special Session on Information Filtering and Retrieval
Full Papers
- Carmelo Spiccia, Agnese Augello
Posgram Driven Word Prediction. 589-596 - Marilena Ditta, Fabrizio Milazzo, Valentina Ravì, Giovanni Pilato, Agnese Augello
Data-driven Relation Discovery from Unstructured Texts. 597-602 - Thi Thuy Anh Nguyen, Stefan Conrad:
Ontology Matching using Multiple Similarity Measures. 603-611 - Giambattista Amati
Moving Beyond the Twitter Follow Graph. 612-619 - Martina Matta, Ilaria Lunesu, Michele Marchesi:
The Predictor Impact of Web Search Media on Bitcoin Trading Volumes. 620-626 - Mostafa Alli:
SERP-level Disambiguation from Search Results. 627-636 - Mostafa Alli:
Author's Paper Similarity Prediction based on the Similarity of Textual References to Visual Features. 637-643
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