| 2007 | A Clustering Algorithm Based on Mechanics. Xianchao Zhang, He Jiang, Xinyue Liu, Hong Yu |
| 2007 | A Constrained Clustering Approach to Duplicate Detection Among Relational Data. Chao Wang, Jie Lu, Guangquan Zhang |
| 2007 | A Cooperative Coevolution Algorithm of RBFNN for Classification. Jin Tian, Minqiang Li, Fuzan Chen |
| 2007 | A Fast Algorithm for Finding Correlation Clusters in Noise Data. Jiuyong Li, Xiaodi Huang, Clinton Selke, Jianming Yong |
| 2007 | A Hybrid Command Sequence Model for Anomaly Detection. Jian Zhou, Haruhiko Shirai, Isamu Takahashi, Jousuke Kuroiwa, Tomohiro Odaka, Hisakazu Ogura |
| 2007 | A Hybrid Incremental Clustering Method-Combining Support Vector Machine and Enhanced Clustering by Committee Clustering Algorithm. Deng-Yiv Chiu, Kong-Ling Hsieh |
| 2007 | A Hybrid Multi-group Privacy-Preserving Approach for Building Decision Trees. Zhouxuan Teng, Wenliang Du |
| 2007 | A Hybrid Prediction Method Combining RBF Neural Network and FAR Model. Yongle Lü, Rongling Lang |
| 2007 | A Language and a Visual Interface to Specify Complex Spatial Patterns. Xiaohui Li, Yan Huang |
| 2007 | A Machine Learning Approach to Detecting Instantaneous Cognitive States from fMRI Data. Rafael Ramírez, Montserrat Puiggròs |
| 2007 | A Modified Relationship Based Clustering Framework for Density Based Clustering and Outlier Filtering on High Dimensional Datasets. Turgay Tugay Bilgin, A. Yilmaz Çamurcu |
| 2007 | A Multiple Kernel Support Vector Machine Scheme for Simultaneous Feature Selection and Rule-Based Classification. Zhenyu Chen, Jianping Li |
| 2007 | A New Algorithm for Minimum Attribute Reduction Based on Binary Particle Swarm Optimization with Vaccination. Dongyi Ye, Zhaojiong Chen, Jiankun Liao |
| 2007 | A New Approach for Similarity Queries of Biological Sequences in Databases. Hoong Kee Ng, Kang Ning, Hon Wai Leong |
| 2007 | A New Initialization Method for Clustering Categorical Data. Shu Wu, Qingshan Jiang, Joshua Zhexue Huang |
| 2007 | A Novel Relative Space Based Gene Feature Extraction and Cancer Recognition. Xinguo Lu, Yaping Lin, Haijun Wang, Siwang Zhou, Xiaolong Li |
| 2007 | A Novel Spatial Clustering with Obstacles Constraints Based on Particle Swarm Optimization and K-Medoids. Xueping Zhang, Jiayao Wang, Mingguang Wu, Yi Cheng |
| 2007 | A Novel Support Vector Machine Ensemble Based on Subtractive Clustering Analysis. Cuiru Wang, Hejin Yuan, Jun Liu, Tao Zhou, Huiling Lu |
| 2007 | A Parallel Algorithm for Learning Bayesian Networks. Kui Yu, Hao Wang, Xindong Wu |
| 2007 | A Practical Method for Approximate Subsequence Search in DNA Databases. Jung-Im Won, Sang-Kyoon Hong, Jeehee Yoon, Sanghyun Park, Sang-Wook Kim |
| 2007 | A Region-Based Skin Color Detection Algorithm. Faliang Chang, Zhiqiang Ma, Wei Tian |
| 2007 | A Rough Set Approach to Classifying Web Page Without Negative Examples. Qiguo Duan, Duoqian Miao, Kaimin Jin |
| 2007 | A Timing Analysis Model for Ontology Evolutions Based on Distributed Environments. Yinglong Ma, Beihong Jin, Yuancheng Li, Kehe Wu |
| 2007 | A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial Fitting. Zhi Li, Hong Ma, Yongbing Mei |
| 2007 | ANGEL: A New Effective and Efficient Hybrid Clustering Technique for Large Databases. Cheng-Fa Tsai, Chia-Chen Yen |
| 2007 | Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings Zhi-Hua Zhou, Hang Li, Qiang Yang |
| 2007 | Affection Factor Optimization in Data Field Clustering. Hong Yang, Jianxin Liu, Zhong Li |
| 2007 | An Advanced Fuzzy C-Mean Algorithm for Regional Clustering of Interconnected Systems. Sang-Hyuk Lee, Jinho Kim, Se-Hwan Jang, Jong-Bae Park, Young-Hwan Jeon, Sung-Yong Sohn |
| 2007 | An Effective Gene Selection Method Based on Relevance Analysis and Discernibility Matrix. Lijuan Zhang, Zhoujun Li, Huowang Chen |
| 2007 | An Effective Method For Calculating Natural Adjacency Relation in Spatial Database. Renliang Zhao, Jiatian Li |
| 2007 | An Effective Multi-level Algorithm Based on Ant Colony Optimization for Bisecting Graph. Ming Leng, Songnian Yu |
| 2007 | An Information Retrieval Model Based on Semantics. Chen Wu, Quan Zhang |
| 2007 | An Optimum Random Forest Model for Prediction of Genetic Susceptibility to Complex Diseases. Weidong Mao, Shannon Kelly |
| 2007 | Anomaly Intrusion Detection Based on Dynamic Cluster Updating. Sang Hyun Oh, Won Suk Lee |
| 2007 | Application of Discrimination Degree for Attributes Reduction in Concept Lattice. Ming Li, De-San Yang |
| 2007 | Application of Hybrid Pattern Recognition for Discriminating Paddy Seeds of Different Storage Periods Based on Vis/NIRS. Xiaoli Li, Fang Cao, Yong He |
| 2007 | Approximate Trace of Grid-Based Clusters over High Dimensional Data Streams. Nam Hun Park, Won Suk Lee |
| 2007 | AttributeNets: An Incremental Learning Method for Interpretable Classification. Hu Wu, Yongji Wang, Xiaoyong Huai |
| 2007 | BRIM: An Efficient Boundary Points Detecting Algorithm. Bao-Zhi Qiu, Feng Yue, Jun-Yi Shen |
| 2007 | CCRM: An Effective Algorithm for Mining Commodity Information from Threaded Chinese Customer Reviews. Huizhong Duan, Shenghua Bao, Yong Yu |
| 2007 | Capability Enhancement of Probabilistic Neural Network for the Design of Breakwater Armor Blocks. Dookie Kim, Dong Hyawn Kim, Seong Kyu Chang, Sang Kil Chang |
| 2007 | Centroid Neural Network with Bhattacharyya Kernel for GPDF Data Clustering. Song-Jae Lee, Dong-Chul Park |
| 2007 | Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing. Xindong Wu |
| 2007 | Clustering Ensembles Based on Normalized Edges. Yan Li, Jian Yu, Pengwei Hao, Zhulin Li |
| 2007 | Clustering Zebrafish Genes Based on Frequent-Itemsets and Frequency Levels. Daya C. Wimalasuriya, Sridhar Ramachandran, Dejing Dou |
| 2007 | Combining Convolution Kernels Defined on Heterogeneous Sub-structures. Minlie Huang, Xiaoyan Zhu |
| 2007 | Combining Supervised and Semi-supervised Classifier for Personalized Spam Filtering. Victor Cheng, Chun-hung Li |
| 2007 | Concept Interconnection Based on Many-Valued Context Analysis. Yuxia Lei, Yan Wang, Baoxiang Cao, Jiguo Yu |
| 2007 | Consistency Based Attribute Reduction. Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu |
| 2007 | Contrast Set Mining Through Subgroup Discovery Applied to Brain Ischaemina Data. Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic |
| 2007 | Cross-Lingual Document Clustering. Ke Wu, Bao-Liang Lu |
| 2007 | DLDA/QR: A Robust Direct LDA Algorithm for Face Recognition and Its Theoretical Foundation. Yu-Jie Zheng, Zhibo Guo, Jian Yang, Xiaojun Wu, Jing-Yu Yang |
| 2007 | Density-Based Data Clustering Algorithms for Lower Dimensions Using Space-Filling Curves. Bin Xu, Danny Z. Chen |
| 2007 | Density-Sensitive Evolutionary Clustering. Maoguo Gong, Licheng Jiao, Ling Wang, Liefeng Bo |
| 2007 | Deriving Private Information from Arbitrarily Projected Data. Songtao Guo, Xintao Wu |
| 2007 | Discovering Correlated Items in Data Streams. Xingzhi Sun, Ming Chang, Xue Li, Maria E. Orlowska |
| 2007 | Efficiently Mining Closed Constrained Frequent Ordered Subtrees by Using Border Information. Tomonobu Ozaki, Takenao Ohkawa |
| 2007 | Embedding New Data Points for Manifold Learning Via Coordinate Propagation. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang |
| 2007 | Entropy Regularization, Automatic Model Selection, and Unsupervised Image Segmentation. Zhiwu Lu, Xiaoqing Lu, Zhiyuan Ye |
| 2007 | Establishing Semantic Relationship in Inter-query Learning for Content-Based Image Retrieval Systems. Chun Che Fung, Kien-Ping Chung |
| 2007 | Estimation of Class Membership Probabilities in the Document Classification. Kazuko Takahashi, Hiroya Takamura, Manabu Okumura |
| 2007 | Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong |
| 2007 | Experiments on Kernel Tree Support Vector Machines for Text Categorization. Ithipan Methasate, Thanaruk Theeramunkong |
| 2007 | Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor Network. Hsiao-Ping Tsai, De-Nian Yang, Wen-Chih Peng, Ming-Syan Chen |
| 2007 | Feature Based Techniques for Auto-Detection of Novel Email Worms. Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham |
| 2007 | Feature Extraction and Classification of Tumor Based on Wavelet Package and Support Vector Machines. Shulin Wang, Ji Wang, Huowang Chen, Shutao Li |
| 2007 | Finding the Optimal Feature Representations for Bayesian Network Learning. Limin Wang, Chunhong Cao, Xiongfei Li, Haijun Li |
| 2007 | Finding the Real Patterns. Geoffrey I. Webb |
| 2007 | GBKII: An Imputation Method for Missing Values. Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang |
| 2007 | Geo-spatial Clustering with Non-spatial Attributes and Geographic Non-overlapping Constraint: A Penalized Spatial Distance Measure. Bin Zhang, Wen Jun Yin, Ming Xie, Jin Dong |
| 2007 | Grammar Guided Genetic Programming for Flexible Neural Trees Optimization. Peng Wu, Yuehui Chen |
| 2007 | Graph Nodes Clustering Based on the Commute-Time Kernel. Luh Yen, François Fouss, Christine Decaestecker, Pascal Francq, Marco Saerens |
| 2007 | Hierarchical Density-Based Clustering of Categorical Data and a Simplification. Bill Andreopoulos, Aijun An, Xiaogang Wang |
| 2007 | Identifying Synchronous and Asynchronous Co-regulations from Time Series Gene Expression Data. Ying Yin, Yuhai Zhao, Bin Zhang |
| 2007 | Image Classification and Segmentation for Densely Packed Aggregates. Weixing Wang |
| 2007 | Incorporating Prior Domain Knowledge into a Kernel Based Feature Selection Algorithm. Ting Yu, Simeon J. Simoff, Donald Stokes |
| 2007 | Incremental Clustering in Geography and Optimization Spaces. Chih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen |
| 2007 | Incremental Learning of Support Vector Machines by Classifier Combining. Yimin Wen, Bao-Liang Lu |
| 2007 | Incremental Mining of Sequential Patterns Using Prefix Tree. Yue Chen, Jiankui Guo, Yaqin Wang, Yun Xiong, Yangyong Zhu |
| 2007 | Intelligent Sequential Mining Via Alignment: Optimization Techniques for Very Large DB. Hye-Chung Kum, Joong Hyuk Chang, Wei Wang |
| 2007 | K-Centers Algorithm for Clustering Mixed Type Data. Weidong Zhao, Weihui Dai, Chunbin Tang |
| 2007 | Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. Jinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi, Xiuqing Wu |
| 2007 | Keyword Extraction Based on PageRank. Jinghua Wang, Jianyi Liu, Cong Wang |
| 2007 | L0-Constrained Regression for Data Mining. Zhili Wu, Chun-hung Li |
| 2007 | Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method. Fengzhan Tian, Feng Liu, Zhihai Wang, Jian Yu |
| 2007 | Mining Concept Associations for Knowledge Discovery Through Concept Chain Queries. Wei Jin, Rohini K. Srihari, Xin Wu |
| 2007 | Mining Frequent Itemsets from Uncertain Data. Chun Kit Chui, Ben Kao, Edward Hung |
| 2007 | Mining Personalization Interest and Navigation Patterns on Portal. Jing Wu, Pin Zhang, Zhang Xiong, Hao Sheng |
| 2007 | Mining Temporal Co-orientation Pattern from Spatio-temporal Databases. Ling-Yin Wei, Man-Kwan Shan |
| 2007 | Mining the Impact Factors of Threads and Participators on Usenet Using Link Analysis. Hongbo Liu, Jiaxin Wang, Yannan Zhao, Zehong Yang |
| 2007 | Modeling Anticipatory Event Transitions. Ridzwan Aminuddin, Ridzwan Suri, Kuiyu Chang, Zaki Zainudin, Qi He, Ee-Peng Lim |
| 2007 | Multi-modal and Multi-granular Learning. Bo Zhang, Ling Zhang |
| 2007 | Multi-represented Classification Based on Confidence Estimation. Johannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2007 | Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction. Kuralmani Vellaisamy, Jinyan Li |
| 2007 | Multiple Self-Splitting and Merging Competitive Learning Algorithm. Jun Liu, Kotagiri Ramamohanarao |
| 2007 | Multiresolution-Based BiLinear Recurrent Neural Network. Byung-Jae Min, Dong-Chul Park, Hwan-Soo Choi |
| 2007 | Multiscale BiLinear Recurrent Neural Network for Prediction of MPEG Video Traffic. Min-Woo Lee, Dong-Chul Park, Yunsik Lee |
| 2007 | Named Entity Recognition Using Acyclic Weighted Digraphs: A Semi-supervised Statistical Method. Kono Kim, Yeohoon Yoon, Harksoo Kim, Jungyun Seo |
| 2007 | On a New Class of Framelet Kernels for Support Vector Regression and Regularization Networks. Weifeng Zhang, Dao-Qing Dai, Hong Yan |
| 2007 | Online Rare Events Detection. Junhua Zhao, Xue Li, Zhao Yang Dong |
| 2007 | Phase Space Reconstruction Based Classification of Power Disturbances Using Support Vector Machines. Zhiyong Li, Weilin Wu |
| 2007 | Principal Curves with Feature Continuity. Mingming Sun, Jing-Yu Yang |
| 2007 | Privacy-Preserving Sequential Pattern Release. Huidong Jin, Jie Chen, Hongxing He, Christine M. O'Keefe |
| 2007 | ProMail: Using Progressive Email Social Network for Spam Detection. Chi-Yao Tseng, Jen-Wei Huang, Ming-Syan Chen |
| 2007 | Proposion and Analysis of a TCP Feature of P2P Traffic. Li-Juan Zhou, Zhitang Li, Hao Tu |
| 2007 | QC4 - A Clustering Evaluation Method. Daniel Crabtree, Peter Andreae, Xiaoying Gao |
| 2007 | Qualitative Simulation and Reasoning with Feature Reduction Based on Boundary Conditional Entropy of Knowledge. Yusheng Cheng, Yousheng Zhang, Xuegang Hu, Xiaoyao Jiang |
| 2007 | Quantum-Inspired Immune Clonal Multiobjective Optimization Algorithm. Yangyang Li, Licheng Jiao |
| 2007 | Query Expansion Using a Collection Dependent Probabilistic Latent Semantic Thesaurus. Laurence Anthony F. Park, Kotagiri Ramamohanarao |
| 2007 | Reducing Overfitting in Predicting Intrinsically Unstructured Proteins. Pengfei Han, Xiuzhen Zhang, Raymond S. Norton, Zhi-Ping Feng |
| 2007 | Research Frontiers in Advanced Data Mining Technologies and Applications. Jiawei Han |
| 2007 | Resource Allocation and Scheduling Problem Based on Genetic Algorithm and Ant Colony Optimization. Su Wang, Bo Meng |
| 2007 | Scaling Up Semi-supervised Learning: An Efficient and Effective LLGC Variant. Bernhard Pfahringer, Claire Leschi, Peter Reutemann |
| 2007 | Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal. Liefeng Bo, Ling Wang, Licheng Jiao |
| 2007 | Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery. Dihua Guo, Hui Xiong, Vijay Atluri, Nabil R. Adam |
| 2007 | Semi-structure Mining Method for Text Mining with a Chunk-Based Dependency Structure. Issei Sato, Hiroshi Nakagawa |
| 2007 | Simultaneous Tuning of Hyperparameter and Parameter for Support Vector Machines. Shizhong Liao, Lei Jia |
| 2007 | Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA). Wenxin Yang, Junping Zhang |
| 2007 | Structural Learning About Independence Graphs from Multiple Databases. Qiang Zhao, Hua Chen, Zhi Geng |
| 2007 | Supervised Learning Approach to Optimize Ranking Function for Chinese FAQ-Finder. Guoping Hu, Dan Liu, Qingfeng Liu, Ren-Hua Wang |
| 2007 | Supportive Utility of Irrelevant Features in Data Preprocessing. Sam Chao, Yiping Li, Ming-Chui Dong |
| 2007 | Syntactic Impact on Sentence Similarity Measure in Archive-Based QA System. Guang Qiu, Jiajun Bu, Chun Chen, Peng Huang, Keke Cai |
| 2007 | Temporal Relations Extraction in Mining Hepatitis Data. Tu Bao Ho, Canh Hao Nguyen, Saori Kawasaki, Katsuhiko Takabayashi |
| 2007 | Text Classification for Thai Medicinal Web Pages. Verayuth Lertnattee, Thanaruk Theeramunkong |
| 2007 | Towards Comprehensive Privacy Protection in Data Clustering. Nan Zhang |
| 2007 | Transformation-Based GMM with Improved Cluster Algorithm for Speaker Identification. Limin Xu, Zhenmin Tang, Keke He, Bo Qian |
| 2007 | Understanding Research Field Evolving and Trend with Dynamic Bayesian Networks. Jinlong Wang, Congfu Xu, Gang Li, Zhenwen Dai, Guojing Luo |
| 2007 | Using Social Annotations to Smooth the Language Model for IR. Shengliang Xu, Shenghua Bao, Yong Yu, Yunbo Cao |
| 2007 | Weighted Rough Set Learning: Towards a Subjective Approach. Jinfu Liu, Qinghua Hu, Daren Yu |
| 2007 | gPrune: A Constraint Pushing Framework for Graph Pattern Mining. Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu |