| 2007 | 0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering. Jingfeng Guo, Qian Ma, Hanfeng Liu |
| 2007 | A Classifier Capable of Handling New Attributes. Dong-Hun Seo, Chi-Hwa Song, Won Don Lee |
| 2007 | A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL. Mingxia Gao, Jiming Liu, Ning Zhong, Furong Chen |
| 2007 | A Data Mining Method Applied to a Metallurgical Process. Henrik Saxén, Frank Pettersson |
| 2007 | A Dynamic Graph Model for Analyzing Streaming News Documents. Elizabeth Leeds Hohman, David J. Marchette |
| 2007 | A Dynamic Programming Algorithm for Name Matching. Philip Top, Farid Dowla, Jim Gansemer |
| 2007 | A Modified Genetic Programming for Behavior Scoring Problem. Qing-Shan Chen, Zhang De-Fu, Wei Li-Jun, Huo-Wang Chen |
| 2007 | A New Evolutionary Approach for Time Series Forecasting. Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato |
| 2007 | A Novel Complex-Valued Counterpropagation Network. Prem Kumar Kalra, Deepak Mishra, Kanishka Tyagi |
| 2007 | A Novel Image Semantic Block Clustering Method based on Artificial Visual Cortical Responding Model. Zhiping Xu, Shiyong Zhang, Shengxiang Ma |
| 2007 | A Prototype-driven Framework for Change Detection in Data Stream Classification. Hamed Valizadegan, Pang-Ning Tan |
| 2007 | A Quantitative Method for Analyzing Scan Path Data Obtained by Eye Tracker. Haruhiko Takeuchi, Yoshiko Habuchi |
| 2007 | A Self-Impact Analysis by Artificial Market Simulation. Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo |
| 2007 | A Visual Approach for External Cluster Validation. Ke-Bing Zhang, Mehmet A. Orgun, Kang Zhang |
| 2007 | ADMIRAL: A Data Mining Based Financial Trading System. Gil Rachlin, Mark Last, Dima Alberg, Abraham Kandel |
| 2007 | Adaptive Frequency Counting over Bursty Data Streams. Bill Lin, Wai-Shing Ho, Ben Kao, Chun Kit Chui |
| 2007 | Algorithms for Fast Large Scale Data Mining Using Logistic Regression. Omid Rouhani-Kalleh |
| 2007 | An Analytical Evaluation of Objective Measures Behavior for Generalized Association Rules. Veronica Oliveira de Carvalho, Solange Oliveira Rezende, Mario de Castro |
| 2007 | An Efficient Data Management Scheme Based on Spatial and Temporal Characteristics in Virtual Environments. Hsing-Jen Chen, Damon Shing-Min Liu |
| 2007 | An Efficient Distance Calculation Method for Uncertain Objects. Lurong Xiao, Edward Hung |
| 2007 | Analysis of streaming GPS measurements of surface displacement through a web services environment. Robert Granat, Galip Aydin, Marlon E. Pierce, Zhigang Qi, Yehuda Bock |
| 2007 | Application of Neural Networks for Data Modeling of Power Systems with Time Varying Nonlinear Loads. Joy Mazumdar, Ganesh K. Venayagamoorthy, Ronald G. Harley |
| 2007 | Association Rule Discovery Has the Ability to Model Complex Genetic Effects. William S. Bush, Tricia A. Thornton-Wells, Marylyn D. Ritchie |
| 2007 | Classification of Biomedical Spectra Using Fuzzy Interquartile Encoding and Stochastic Feature Selection. Nick J. Pizzi, Mark D. Alexiuk, Witold Pedrycz |
| 2007 | Classification of XML Documents. Abdelhamid Bouchachia, Marcus Hassler |
| 2007 | Cluster Detection with the PYRAMID Algorithm. Samir Tout, William Sverdlik, Junping Sun |
| 2007 | Clustering Rooted Ordered Trees. Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani |
| 2007 | Collaborative Knowledge Discovery & Data Mining: From Knowledge to Experience. Timo Horeis, Bernhard Sick |
| 2007 | Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data. Bruno M. Nogueira, Tadeu R. A. Santos, Luis E. Zárate |
| 2007 | Data Clustering and Fuzzy Neural Network for Sales Forecasting in Printed Circuit Board Industry. Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan, Hsiao-Ching Chang |
| 2007 | Data Mining an EEG Dataset With an Emphasis on Dimensionality Reduction. Pari Jahankhani, Kenneth Revett, Vassilis Kodogiannis |
| 2007 | Data Mining based Query Processing using Rough Sets and Genetic Algorithms. K. G. Srinivasa, M. Jagadish, K. R. Venugopal, Lalit M. Patnaik |
| 2007 | Data Mining of MISR Aerosol Product using Spatial Statistics. Tao Shi, Noel Cressie |
| 2007 | Design of Multi-Singing Karaoke System and its Application in Customer Finance-aided Service on Internet. Jian-Hong Wang, Shih-Chuan Feng, Jen-Yi Pan |
| 2007 | Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia. V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian |
| 2007 | Detection and Classification of Cardiac Murmurs using Segmentation Techniques and Artificial Neural Networks. Spencer L. Strunic, Fernando Rios-Gutiérrez, Rocío Alba-Flores, Glenn Nordehn, Stanley Burns |
| 2007 | Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici |
| 2007 | Discovery of Temporal Dependencies between Frequent Patterns in Multivariate Time Series. Giridhar Tatavarty, Raj Bhatnagar, Barrington Young |
| 2007 | Distributed Document Clustering Using Word-clusters. Debzani Deb, Rafal A. Angryk |
| 2007 | Efficient Kernel-based Learning for Trees. Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti |
| 2007 | Efficient Privacy-Preserving Association Rule Mining: P4P Style. Yitao Duan, John F. Canny, Justin Z. Zhan |
| 2007 | Establishing User Profiles in the MediaScout Recommender System. Guy Shani, Lior Rokach, Amnon Meisels, Lihi Naamani, Nischal M. Piratla, David Ben-Shimon |
| 2007 | Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns. Pedro Gabriel Ferreira, Paulo J. Azevedo |
| 2007 | Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China. Yan Guo, Lishan Kang, Fujiang Liu, Huashan Sun, Linlu Mei |
| 2007 | Evolutionary Optimization of Three-Photon Absorption in Molecular Iodine. Robert Burbidge, Jem J. Rowland, Ross D. King, Nicholas T. Form, Benjamin J. Whitaker |
| 2007 | Example-based Estimation of Hand's Strength in the Game of Bridge with or without Using Explicit Human Knowledge. Jacek Mandziuk, Krzysztof Mossakowski |
| 2007 | Exchange Rates Forecasting Using a Hybrid Fuzzy and Neural Network Model. An-Pin Chen, Hsio-Yi Lin |
| 2007 | Exploiting Semantic Descriptions of Products and User Profiles for Recommender Systems. Pingfeng Liu, Guihua Nie, Donglin Chen |
| 2007 | Extracting Borderline Associations. Wei Kian Chen, Dustin Baumgartner, Ryan Millikin |
| 2007 | Extraction of Non-hierarchical Relations from Domain Texts. Janardhana Punuru, Jianhua Chen |
| 2007 | Feature Selection for Change Detection in Multivariate Time-Series. Michael Botsch, Josef A. Nossek |
| 2007 | Finding Similarity Relations in Presence of Taxonomic Relations in Ontology Learning Systems. A. R. Vazifedoost, Farhad Oroumchian, Maseud Rahgozar |
| 2007 | From similarity retrieval to cluster analysis: The case of R*-trees. Jiaxiong Pi, Yong Shi, Zhengxin Chen |
| 2007 | Fuzzy Wavelet Modeling Using Data Clustering. Nasser Sadati, Bahram Marami |
| 2007 | Fuzzy c-Means Classifier for Relational Data. Hidetomo Ichihashi, Katsuhiro Honda, Yasuhiro Kuramoto, Fumiaki Matsuura |
| 2007 | GAIS: A Method for Detecting Interleaved Sequential Patterns from Imperfect Data. Marja Ruotsalainen, Timo Ala-Kleemola, Ari Visa |
| 2007 | Gaussian Process Latent Variable Models for Fault Detection. Luka Eciolaza, Muhammad Alkarouri, Neil D. Lawrence, Visakan Kadirkamanathan, Peter J. Fleming |
| 2007 | Handwritten Digit, Recognition Road to Contest victory. Norbert Jankowski, Krzysztof Grabczewski |
| 2007 | Hazard Situation Prediction Using Spatially and Temporally Distributed Vehicle Sensor Information. Thomas Schon, Bernhard Sick, Markus Strassberger |
| 2007 | Identifying Anatomical Phrases in Clinical Reports by Shallow Semantic Parsing Methods. Vijayaraghavan Bashyam, Ricky K. Taira |
| 2007 | Incremental Local Outlier Detection for Data Streams. Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki |
| 2007 | Induction Tree methods to classify M. tuberculosis spoligotypes. Georges Valétudie |
| 2007 | Influence of a priori Knowledge on Medical Document Categorization. Lukasz Itert, Wlodzislaw Duch, John Pestian |
| 2007 | K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data. Eli Faulkner |
| 2007 | Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. Yangchi Chen, Melba M. Crawford, Joydeep Ghosh |
| 2007 | Link Analysis of Incomplete Relationship Networks. Edward F. Harrington |
| 2007 | MSP-CACRR: Multidimensional Sequential Patterns Based Call Admission Control and Resource Reservation for Next-Generation Wireless Cellular Networks. Sherif Rashad, Mehmed M. Kantardzic, Anup Kumar |
| 2007 | Manifold Learning using Growing Locally Linear Embedding. Junsong Yin, Dewen Hu, Zongtan Zhou |
| 2007 | Matching Random Tree Models of Spatio-Temporal Patterns to Tables or Graphs. David W. Paglieroni, Faranak Nekoogar |
| 2007 | Measuring the Validity of Document Relations Discovered from Frequent Itemset Mining. Kritsada Sriphaew, Thanaruk Theeramunkong |
| 2007 | Mining Association Rules in Temporal Sequences. Khellaf Bouandas, Aomar Osmani |
| 2007 | Mining Maximal Embedded Unordered Tree Patterns. Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani |
| 2007 | Mining Subspace Correlations. Rave Harpaz, Robert M. Haralick |
| 2007 | Mining the Students' Learning Interest in Browsing Web-Streaming Lectures. Long Wang, Christoph Meinel |
| 2007 | Mining time series data via linguistic summaries of trends by using a modified Sugeno integral based aggregation. Janusz Kacprzyk, Anna Wilbik, Slawomir Zadrozny |
| 2007 | Model Selection for Anomaly Detection in Wireless Ad Hoc Networks. Hongmei Deng, Roger Xu |
| 2007 | More Efficient Classification of Web Content Using Graph Sampling. Chris Bennett |
| 2007 | Navigation Space Based Intranet Usability Analysis. Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida |
| 2007 | Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution. Kyoko Fukuda |
| 2007 | On Mining Dynamic Web ClickStreams for Frequent Traversal Sequences. Jiadong Ren, Xiaojian Zhang, Huili Peng |
| 2007 | On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems. Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda |
| 2007 | One-shot Collaborative Filtering. Shuhei Kuwata, Naonori Ueda |
| 2007 | PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data. Mohamed Bouguessa, Shengrui Wang |
| 2007 | Post-supervised Fuzzy c-Means Classifier with Hard Clustering. Hidetomo Ichihashi, Katsuhiro Honda, Naho Kuwamoto, Takao Hattori |
| 2007 | Prediction of Abnormal Behaviors for Intelligent Video Surveillance Systems. Duarte Duque, Henrique Santos, Paulo Cortez |
| 2007 | Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms. Lisa Singh, Mehmet Sayal |
| 2007 | Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007 |
| 2007 | Quantifying Privacy for Privacy Preserving Data Mining. Justin Z. Zhan |
| 2007 | Query-sensitive Feature Selection for Lazy Learners. Xin Tong, Mingyang Gu |
| 2007 | Reactive Query Policies: A Formalism for Planning with Volatile External Information. Tsz-Chiu Au, Dana S. Nau |
| 2007 | Resource-aware Online Data Mining in Wireless Sensor Networks. Nhan Duc Phung, Mohamed Medhat Gaber, Uwe Röhm |
| 2007 | SSM : A Frequent Sequential Data Stream Patterns Miner. Christie I. Ezeife, Mostafa Monwar |
| 2007 | Scalable Clustering for Large High-Dimensional Data Based on Data Summarization. Ying Lai, Ratko Orlandic, Wai Gen Yee, Sachin Kulkarni |
| 2007 | Search Result Refinement via Machine Learning from Labeled-Unlabeled Data for Meta-search. I. Burak Özyurt, Greg G. Brown |
| 2007 | Selecting the Right Peer Schools for AACSB Accreditation - A Data Mining Application. Melody Y. Kiang, Dorothy M. Fisher, Steven A. Fisher, Robert T. H. Chi |
| 2007 | Selective Approach To Handling Topic Oriented Tasks On The World Wide Web. Amit C. Awekar, Jaewoo Kang |
| 2007 | Semi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction. Deyu Zhou, Yulan He, Chee Keong Kwoh |
| 2007 | Session recognition and Bandwidth Guarantee for Encrypted Internet Voice Traffic : Case Study of Skype. Jian-Hong Wang, Jen-Yi Pan, Yi-Chi Cheng |
| 2007 | SmartPortal for Biomedical Data Mining. Anna L. Buczak, Charles Wan, Glenn Petry |
| 2007 | Spatial Data Mining for Optimized Selection of Facility Locations in Field-based Services. Ashkan Zarnani, Masoud Rahgozar, Caro Lucas, Fattaneh Taghiyareh |
| 2007 | Structure Prediction in Temporal Networks using Frequent Subgraphs. Mayank Lahiri, Tanya Y. Berger-Wolf |
| 2007 | Time Series Forecasting Using Multiple Gaussian Process Prior Model. Tomohiro Hachino, Visakan Kadirkamanathan |
| 2007 | UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation. Fedja Hadzic, Henry Tan, Tharam S. Dillon |
| 2007 | Using Data Mining to Enhance Automated Planning and Scheduling. Jeremy Frank |
| 2007 | Using Homomorphic Encryption For Privacy-Preserving Collaborative Decision Tree Classification. Justin Z. Zhan |
| 2007 | Using Hypergraph-based Clustering Scheme for Traversal Prediction in Virtual Environments. Shao-Shin Hung, Damon Shing-Min Liu |
| 2007 | Using concept structures for efficient document comparison and location. Andrew N. Edmonds |
| 2007 | Using the Pre-FUFP Algorithm for Handling New Transactions in Incremental Mining. Chun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu |
| 2007 | Validity of Probabilistic Rules. Marina Sapir, Mikhail Teverovskiy |
| 2007 | Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence. Krzysztof Grabczewski, Norbert Jankowski |
| 2007 | iScore: Measuring the Interestingness of Articles in a Limited User Environment. Raymond K. Pon, Alfonso F. Cardenas, David Buttler, Terence Critchlow |