Intelligent Data Engineering and Automated Learning

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Intelligent Data Engineering and Automated Learning

2005

Multi-level Document Classifications with Self-organising Maps
by: Huilin Ye
An Architecture for Multi-agent Based Self-adaptive System in Mobile Environment
by: Seunghwa Lee, Jehwan Oh, Eunseok Lee
Protein Fold Recognition Using Neural Networks and Support Vector Machines
by: Nan Jiang, Wendy Xinyu Wu, Ian Mitchell
An Intelligent Grading System Using Heterogeneous Linguistic Resources
by: Yu-Seop Kim, Woo-Jin Cho, Jae Young Lee, Yu-Jin Oh
Intelligent Predictive Control of a 6-Dof Robotic Manipulator with Reliability Based Performance Improvement
by: Ahmet Akbas
Bearing Similarity Measures for Self-organizing Feature Maps
by: Narongdech Keeratipranon, Frédéric Maire
Using Support Vector Machine for Modeling of Pulsed GTAW Process
by: Xixia Huang, Shanben Chen
Efficient Spatial Clustering Algorithm Using Binary Tree
by: Mohsin Ali, Xue Li, Zhao Yang Dong
Global Optimization Using Evolutionary Algorithm Based on Level Set Evolution and Latin Square
by: Yuping Wang, Jinling Du, Chuangyin Dang
A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection
by: Zhiwu Lu, QianSheng Cheng, Jinwen Ma
Neural Networks: A Replacement for Gaussian Processes?
by: Matthew Lilley, Marcus R. Frean
Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image
by: Xiaoyang Tan, Jun Liu, Songcan Chen, Fuyan Zhang
Model Trees for Classification of Hybrid Data Types
by: Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee
Co-evolutionary Rule-Chaining Genetic Programming
by: Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
Improving Ensembles with Classificational Cellular Automata
by: Petra Povalej, Mitja Lenic, Peter Kokol
Designing an Optimal Network Using the Cross-Entropy Method
by: Sho Nariai, Kin-Ping Hui, Dirk P. Kroese
Unsupervised Image Segmentation Using Penalized Fuzzy Clustering Algorithm
by: Yong Yang, Feng Zhang, Chongxun Zheng, Pan Lin
EEG Source Localization for Two Dipoles in the Brain Using a Combined Method
by: Zhuoming Li, Yu Zhang, Qinyu Zhang, Masatake Akutagawa, Hirofumi Nagashino, Fumio Shichijo, Yohsuke Kinouchi
Dimensional Reduction of Large Image Datasets Using Non-linear Principal Components
by: Silvia Silva da Costa Botelho, Willian Lautenschlger, Matheus Bacelo de Figueiredo, Tania Mezzadri Centeno, Mauricio M. Mata
A Multi-population chi2 Test Approach to Informative Gene Selection
by: Jun Luo, Jinwen Ma
Differential Priors for Elastic Nets
by: Miguel Á. Carreira-Perpiñán, Peter Dayan, Geoffrey J. Goodhill
Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm
by: Menaka Rajapakse, Lonce L. Wyse, Bertil Schmidt, Vladimir Brusic
Volatility Modelling of Multivariate Financial Time Series by Using ICA-GARCH Models
by: Edmond H. C. Wu, Philip L. H. Yu
A Novel Anomaly Detection Using Small Training Sets
by: Qingbo Yin, Liran Shen, Rubo Zhang, Xueyao Li
EXiT-B: A New Approach for Extracting Maximal Frequent Subtrees from XML Data
by: Juryon Paik, Dongho Won, Farshad Fotouhi, Ung-Mo Kim
Intelligent Control of Micro Heat Exchanger with Locally Linear Identifier and Emotional Based Controller
by: Mahdi Jalili-Kharaajoo
Autonomous and Dependable Recovery Scheme in UPnP Network Settings
by: Youngsoo Choi, Sanguk Noh, Kyunghee Choi, Gihyun Jung
Support Tool for Multi-agent Development
by: Hyunsang Youn, Sungwook Hwang, Hee Yong Youn, Eunseok Lee
Volatility Transmission Between Stock and Bond Markets: Evidence from US and Australia
by: Victor Fang, Vincent C. S. Lee, Yee Choon Lim
Finding Uninformative Features in Binary Data
by: Xin Wang, Ata Kabán
A Comparative Study of Two Novel Predictor Set Scoring Methods
by: Chia Huey Ooi, Madhu Chetty
A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection
by: Jinwen Ma, Qi-Cai He
A Dynamic Migration Model for Self-adaptive Genetic Algorithms
by: K. G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, K. R. Venugopal, Lalit M. Patnaik
Matching Peptide Sequences with Mass Spectra
by: K. W. Lau, B. J. Stapley, S. Hubbard, H. Yin
Classification by Instance-Based Learning Algorithm
by: Yongguang Bao, Eisuke Tsuchiya, Naohiro Ishii, Xiaoyong Du
Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model
by: Álvaro Herrero, Emilio Corchado, José Manuel Sáiz
An Empirical Study of Hoeffding Racing for Model Selection in k-Nearest Neighbor Classification
by: Flora Yu-Hui Yeh, Marcus Gallagher
A Transitive Dependence Based Social Reasoning Mechanism for Coalition Formation
by: Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng
Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees
by: Sai-cheong Ng, Kwong-Sak Leung
A Multicriteria Sorting Procedure for Financial Classification Problems: The Case of Business Failure Risk Assessment
by: Ceyhun Araz, Irem Ozkarahan
Generating Predicate Rules from Neural Networks
by: Richi Nayak
Mining Job Logs Using Incremental Attribute-Oriented Approach
by: Idowu O. Adewale, Reda Alhajj
SOM-Based Novelty Detection Using Novel Data
by: Hyoungjoo Lee, Sungzoon Cho
Circular SOM for Temporal Characterisation of Modelled Gene Expressions
by: Carla S. Möller-Levet, Hujun Yin
Application of Mixture Models to Detect Differentially Expressed Genes
by: Liat Ben-Tovim Jones, Richard Bean, Geoffrey J. McLachlan, Justin Zhu
Knowledge Reduction of Rough Set Based on Partition
by: Xiaobing Pei, Yuanzhen Wang
Bayesian Radial Basis Function Neural Network
by: Zheng Rong Yang
Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers
by: Ivana Bozic, Guang Lan Zhang, Vladimir Brusic
Evolving Neural Networks for the Classification of Malignancy Associated Changes
by: Jennifer Hallinan
Multiresolution Analysis of Connectivity
by: Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Tian Qi
Patterns in Complex Systems Modeling
by: Janet Wiles, James Watson
Cluster Analysis of High-Dimensional Data: A Case Study
by: Richard Bean, Geoffrey J. McLachlan
A Hybrid Agent Architecture for Modeling Autonomous Agents in SAGE
by: Amina Tariq, Amna Basharat, Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali
New Rules for Hybrid Spatial Reasoning
by: Wenhui Li, Haibin Sun
Exploiting Sequence Dependencies in the Prediction of Peroxisomal Proteins
by: Mark Wakabayashi, John Hawkins, Stefan Maetschke, Mikael Bodén
Graphics Hardware Implementation of the Parameter-Less Self-organising Map
by: Alexander Campbell, Erik Berglund, Alexander Streit
A Focused Crawler with Document Segmentation
by: Jaeyoung Yang, Jinbeom Kang, Joongmin Choi
Universal Clustering with Family of Power Loss Functions in Probabilistic Space
by: Vladimir Nikulin
Gene Selection of DNA Microarray Data Based on Regularization Networks
by: Xin Zhou, Kezhi Mao
Multi-attributes Image Analysis for the Classification of Web Documents Using Unsupervised Technique
by: Samuel W. K. Chan
Combining Influence Maps and Cellular Automata for Reactive Game Agents
by: Penelope Sweetser, Janet Wiles
Design of Simple Structure Neural Voltage Regulator for Power Systems
by: Mahdi Jalili-Kharaajoo
Using Pre-aggregation for Efficient Spatial Query Processing in Sensor Environments
by: Soon-Young Park, Hae-Young Bae
Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources
by: Olivo Miotto, Tin Wee Tan, Vladimir Brusic
Synthetic Environment Representational Semantics Using the Web Ontology Language
by: Mehul Bhatt, J. Wenny Rahayu, Gerald Sterling
SVM Based Prediction of Bacterial Transcription Start Sites
by: James Gordon, Michael Towsey
Analysis/Synthesis of Speech Signals Based on AbS/OLA Sinusoidal Modeling Using Elliptic Filter
by: Kihong Kim, Jinkeun Hong, Jongin Lim
Probabilistic Data Generation for Deduplication and Data Linkage
by: Peter Christen
Recursive Self-organizing Map as a Contractive Iterative Function System
by: Peter Tino, Igor Farkas, Jort van Mourik
A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets
by: Andrei Hryshko, Tom Downs
Automatic Image Annotation Based on Topic-Based Smoothing
by: Xiangdong Zhou, Jianye Ye, Lian Chen, Liang Zhang, Baile Shi
A Multi-agent Based Context Aware Self-healing System
by: Jeongmin Park, Hyunsang Youn, Eunseok Lee
Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image Retrieval
by: Lin Mei, Gerd Brunner, Lokesh Setia, Hans Burkhardt
Robust Model Adaptation Using Mean and Variance Transformations in Linear Spectral Domain
by: Donghyun Kim, Dongsuk Yook
Sequential Search for Decremental Edition
by: José A. Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Toward Transitive Dependence in MAS
by: Bo An, Chunyan Miao, Lianggui Tang, Shuangqing Li, Daijie Cheng

2004

Summarizing Time Series: Learning Patterns in 'Volatile' Series
by: Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad
Hierarchical Agglomerative Clustering for Agent-Based Dynamic Collaborative Filtering
by: Gulden Uchyigit, Keith L. Clark
Comparing Study for Detecting Microcalcifications in Digital Mammogram Using Wavelets
by: Ju Cheng Yang, Jin Wook Shin, Dong-Sun Park
Multiple Classifiers Fusion System Based on the Radial Basis Probabilistic Neural Networks
by: Wen-Bo Zhao, Ming-Yi Zhang, Li-Ming Wang, Ji-Yan Du, De-Shuang Huang
An Assessment of Feature Relevance in Predicting Protein Function from Sequence
by: Ali Al-Shahib, Chao He, Aik Choon Tan, Mark Girolami, David Gilbert
New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning
by: JeongYon Shim
Two Methods for Automatic 3D Reconstruction from Long Un-calibrated Sequences
by: Yoon-Yong Jeong, Bo-Ra Seok, Yong Ho Hwang, Hyun-Ki Hong
PromSearch: A Hybrid Approach to Human Core-Promoter Prediction
by: Byoung-Hee Kim, Seong-Bae Park, Byoung-Tak Zhang
Dynamic Symbolization of Streaming Time Series
by: Xiaoming Jin, Jianmin Wang, Jia-Guang Sun
Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms.
by: Irena Spasic, Goran Nenadic, Sophia Ananiadou
Boosting the Tree Augmented Naïve Bayes Classifier
by: Tom Downs, Adelina Tang
Unsupervised Dense Regions Discovery in DNA Microarray Data
by: Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan
Char: An Automatic Way to Describe Characteristics of Data
by: Yu-Chin Liu, Ping-Yu Hsu
The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches
by: Hongbin Wang, Phil F. Culverhouse
Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data
by: Swapna Sarvesvaran, Hujun Yin
An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images
by: Matthew Traherne, Sameer Singh
On a Detection of Korean Prosody Phrases Boundaries
by: Jong Kuk Kim, Ki-Young Lee, Myung Jin Bae
Using Fuzzy Sets in Contextual Word Similarity
by: Masrah Azmi-Murad, Trevor P. Martin
Generating and Applying Rules for Interval Valued Fuzzy Observations
by: André de Korvin, Chenyi Hu, Ping Chen
Knowledge Discovery in Lymphoma Cancer from Gene-Expression
by: Jesús S. Aguilar-Ruiz, Francisco Azuaje
Visualisation of Multi-agent System Organisations Using a Self-organising Map of Pareto Solutions
by: Johnathan M. E. Gabbai, W. Andy Wright, Nigel M. Allinson
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition
by: Jinwen Ma, Zhiyong Liu, Lei Xu
Boosting Orthogonal Least Squares Regression.
by: Xunxian Wang, David J. Brown
Development of a Global and Integral Model of Business Management Using an Unsupervised Model
by: Emilio Corchado, Colin Fyfe, Lourdes Sáiz, Ana Lara
A Variable Metric Probabilistic k-Nearest-Neighbours Classifier
by: Richard M. Everson, Jonathan E. Fieldsend
Co-training from an Incremental EM Perspective.
by: Minoo Aminian
A Collision Avoidance System for Autonomous Ship Using Fuzzy Relational Products and COLREGs
by: Young-il Lee, Yong-Gi Kim
Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach
by: Victor Fang, Vincent C. S. Lee
Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns
by: Sung-Hee Park, Keun Ho Ryu
Policy Gradient Method for Team Markov Games
by: Ville Könönen
Dimensionality Reduction with Image Data
by: Monica Benito, Daniel Peña
A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces
by: Nripendra Lal Shrestha, Youhei Kawaguchi, Tadasuke Nakagawa, Takenao Ohkawa
Improving Decision Tree Performance Through Induction- and Cluster-Based Stratified Sampling
by: Abdul A. Gill, George D. Smith, Anthony J. Bagnall
Surface Spatial Index Structure of High-Dimensional Space
by: Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu
A Novel Hybrid GA/SVM System for Protein Sequences Classification
by: Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung, Hong-Qiang Wang, Xin Huang
Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric
by: Carla S. Möller-Levet, Hujun Yin
Building Genetic Networks for Gene Expression Patterns
by: Wai-Ki Ching, Eric S. Fung, Michael K. Ng
Personalized News Reading via Hybrid Learning
by: Ke Chen, Sunny Yeung
An Effective Distributed Privacy-Preserving Data Mining Algorithm
by: Takuya Fukasawa, Jiahong Wang, Toyoo Takata, Masatoshi Miyazaki
Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters
by: Shangming Zhou, John Q. Gan
SVM-Based Classification of Distant Proteins Using Hierarchical Motifs
by: Jérôme Mikolajczack, Gerard Ramstein, Yannick Jacques
Comparing Measures of Agreement for Agent Attitudes
by: Mark McCartney, David H. Glass
Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems
by: Behzad Moshiri, Farzan Rashidi
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data
by: Michael Small
Mining Association Rules Using Relative Confidence
by: Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong
Exploring Dependencies Between Yeast Stress Genes and Their Regulators
by: Janne Nikkilä, Christophe Roos, Samuel Kaski
Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification
by: Yuan-chin Ivar Chang, Sung-Chiang Lin
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules
by: Mehmet Kaya, Reda Alhajj
Combining Gaussian Mixture Models
by: Hyoungjoo Lee, Sungzoon Cho
Partial Discharge Classification Through Wavelet Packets of Their Modulated Ultrasonic Emission
by: Mazen Abdel-Salam, Yassin M. Y. Hasan, Mohammed Sayed, Salah Abdel-Sattar
Cluster-Based Visualisation of Marketing Data
by: Paulo J. G. Lisboa, Shail Patel
Improving Evolutionary Algorithms by a New Smoothing Technique
by: Yuping Wang
A New Approach for Selecting Attributes Based on Rough Set Theory
by: Yun Jiang, Zhanhuai Li, Yang Zhang, Qiang Zhang
Feature Selection for Natural Disaster Texts Classification Using Testors
by: Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Mobile Data Mining by Location Dependencies
by: Jen Ye Goh, David Taniar
Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions
by: Yongguang Bao, Naohiro Ishii, Xiaoyong Du
The Application of K-Medoids and PAM to the Clustering of Rules
by: Alan P. Reynolds, Graeme Richards, Victor J. Rayward-Smith
Genetic Program Based Data Mining for Fuzzy Decision Trees
by: James F. Smith III
Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips
by: Yi Zhao, Michael Small
Automating Co-evolutionary Data Mining
by: James F. Smith III
Combining Rules for Text Categorization Using Dempster's Rule of Combination
by: Yaxin Bi, Terry J. Anderson, Sally I. McClean
Ontology-Based Web Navigation Assistant
by: Hyunsub Jung, Jaeyoung Yang, Joongmin Choi
Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes
by: Ahmed Rafat
Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines
by: Rong-Chang Chen, Ming-Li Chiu, Ya-Li Huang, Lin-Ti Chen
A New Artificial Immune System Algorithm for Clustering
by: Reda Younsi, Wenjia Wang
Video Based Human Behavior Identification Using Frequency Domain Analysis
by: Jessica JunLin Wang, Sameer Singh
Clustering Model Selection for Reduced Support Vector Machines
by: Lih-Ren Jen, Yuh-Jye Lee
Intelligent Web Service Discovery in Large Distributed System
by: Shoujian Yu, Jianwei Liu, Jiajin Le
DIVACE: Diverse and Accurate Ensemble Learning Algorithm
by: Arjun Chandra, Xin Yao
A Fuzzy Set Based Trust and Reputation Model in P2P Networks
by: Shuqin Zhang, Dongxin Lu, Yongtian Yang
Orthogonal Least Square with Boosting for Regression
by: Sheng Chen, Xunxian Wang, David J. Brown
Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection
by: Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng
User Adaptive Answers Generation for Conversational Agent Using Genetic Programming
by: Kyoung Min Kim, Sung-Soo Lim, Sung-Bae Cho
The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System
by: Ian Berry, Julie Wilson, Chris Mayo, Jon Diprose, Robert Esnouf
A Mixture of Experts Image Enhancement Scheme for CCTV Images
by: Maneesha Singh, Sameer Singh, Matthew Porter
Topological Tree for Web Organisation, Discovery and Exploration
by: Richard T. Freeman, Hujun Yin
Pre-pruning Decision Trees by Local Association Rules
by: Tomoya Takamitsu, Takao Miura, Isamu Shioya
Unsupervised Segmentation on Image with JSEG Using Soft Class Map
by: Yuanjie Zheng, Jie Yang, Yue Zhou
False Alarm Classification Model for Network-Based Intrusion Detection System
by: Moon Sun Shin, Eun Hee Kim, Keun Ho Ryu
An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution
by: Vincent C. S. Lee, Alex T. H. Sim
Wrapper for Ranking Feature Selection
by: Roberto Ruiz, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos
Engineering Knowledge Discovery in Network Intrusion Detection
by: Andrea Bosin, Nicoletta Dessì, Barbara Pes
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles
by: Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez
Finding Minimal Addition Chains Using Ant Colony
by: Nadia Nedjah, Luiza de Macedo Mourelle
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses
by: Zhenyu Wang, Xin Yao, Yong Xu
DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets
by: Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo
An Information Theoretic Optimal Classifier for Semi-supervised Learning
by: Ke Yin, Ian Davidson
In-Situ Learning in Multi-net Systems
by: Matthew Casey, Khurshid Ahmad
Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications
by: Zeshan Kurd, Tim P. Kelly, Jim Austin
Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms
by: Ying Li, Jianmin Jiang
A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System
by: Mian M. Awais, Shahid Masud, Shafay Shamail, J. Akhtar
Improving Support Vector Solutions by Selecting a Sequence of Training Subsets
by: Tom Downs, Jianxiong Wang
Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines
by: Zhiyuan Luo, Tony Bellotti, Alexander Gammerman
Generating the Reduced Set by Systematic Sampling
by: Chien-Chung Chang, Yuh-Jye Lee
Automatic Video Shot Boundary Detection Using Machine Learning.
by: Wei Ren, Sameer Singh
A Framework for Mining Association Rules in Data Warehouses
by: Haorianto Cokrowijoyo Tjioe, David Taniar
Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network
by: Rebecca Thomson, Robert Esnouf
Global Convergence of Steepest Descent for Quadratic Functions
by: Zhigang Zeng, De-Shuang Huang, Zengfu Wang
Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query
by: Ben Wang, John Q. Gan
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search
by: Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
Volatility Forecasts in Financial Time Series with HMM-GARCH Models
by: Xiong-Fei Zhuang, Lai-Wan Chan
Parallel Processing for Movement Detection in Neural Networks with Nonlinear Functions
by: Naohiro Ishii, Toshinori Deguchi, Hiroshi Sasaki
Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks
by: Jangmin O, Jae Won Lee, Sung-Bae Park, Byoung-Tak Zhang
Machine Learning for Matching Astronomy Catalogues
by: David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle
A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration
by: Yang Liu, Soon-Thiam Khu, Dragon Savic
Cosine Transform Priors for Enhanced Decoding of Compressed Images
by: Amos Storkey, Michael Allan
On Building XML Data Warehouses
by: Laura Irina Rusu, J. Wenny Rahayu, David Taniar
A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment
by: Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan
A Comparison of Texture Teatures for the Classification of Rock Images
by: Maneesha Singh, Akbar Javadi, Sameer Singh
Cardinality Constrained Portfolio Optimisation
by: Jonathan E. Fieldsend, John Matatko, Ming Peng
An Intelligent Topic-Specific Crawler Using Degree of Relevance
by: Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, Gihyun Jung
Learning Users' Interests in a Market-Based Recommender System
by: Yan Zheng Wei, Luc Moreau, Nicholas R. Jennings
Feature Word Tracking in Time Series Documents.
by: Atsuhiro Takasu, Katsuaki Tanaka
Kernel Density Construction Using Orthogonal Forward Regression
by: Sheng Chen, Xia Hong, Chris J. Harris
PRICES: An Efficient Algorithm for Mining Association Rules
by: Chuan Wang, Christos Tjortjis
New Applications for Object Recognition and Affine Motion Estimation by Independent Component Analysis
by: LiMing Zhang, Xuming Huang
Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning
by: Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, Gihyun Jung
Mining Large Engineering Data Sets on the Grid Using AURA
by: Bojian Liang, Jim Austin
Spam Classification Using Nearest Neighbour Techniques
by: Dave C. Trudgian
Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining
by: Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang
Poly-transformation
by: Ross D. King, Mohammed Ouali
Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles
by: Karl J. Brazier, Graeme Richards, Wenjia Wang
A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis
by: Vincent C. S. Lee, Alex T. H. Sim
A Novel Method for Mining Frequent Subtrees from XML Data
by: Wan-Song Zhang, Da-xin Liu, Jian-Pei Zhang
Spam Mail Detection Using Artificial Neural Network and Bayesian Filter
by: Levent Özgür, Tunga Güngör, Fikret S. Gürgen

2003

Grid-Based Indexing for Large Time Series Databases
by: Jiyuan An, Hanxiong Chen, Kazutaka Furuse, Nobuo Ohbo, Eamonn J. Keogh
A Neural System Prototype for Data Processing Using Modified Conjugate Directional Filtering (MCDF)
by: Wanwu Guo, Anthony Watson
A Data Mining Based Intrusion Detection Model
by: Jianhua Sun, Hai Jin, Hao Chen, Zongfen Han, Deqing Zou
Towards a Terabyte Digital Library System
by: Hao Ding, Yun Lin, Bin Liu
Graph-Based Data Clustering: Criteria and a Customizable Approach
by: Yu Qian, Kang Zhang, Jiannong Cao
Dynamic Subspace Clustering for Very Large High-Dimensional Databases
by: P. Deepa Shenoy, K. G. Srinivasa, M. P. Mithun, K. R. Venugopal, Lalit M. Patnaik
Automating Stock Prediction with Neural Network and Evolutionary Computation
by: Sio Iong Ao
A Fast Algorithm for Incremental Principal Component Analysis
by: Juyang Weng, Yilu Zhang, Wey-Shiuan Hwang
Fuzzy Logic Aided Gesture Recognition
by: Tapio Frantti, Sanna Kallio
Incremental Condition Evaluation for Active Temporal Rules
by: Kyong Do Moon, Jeong Seok Park, Ye Ho Shin, Keun Ho Ryu
On the Choices of the Parameters in General Constrained Learning Algorithms
by: De-Shuang Huang, Horace Ho-Shing Ip
Determining the Semantic Orientation of Web-Based Corpora
by: Arno Scharl, Irene Pollach, Christian Bauer
Fluctuation in Multi-agent System of Supermarket Chain Network
by: Kwok Yip Szeto, Chiwah Kong
Intelligent Agent Technology in E-commerce
by: Ong Sing Goh, Chun Che Fung
Related Factors of Document Classification Performance in a Highly Inflectional Language
by: Kyongho Min
Temporal Difference Coding in Reinforcement Learning
by: Kazunori Iwata, Kazushi Ikeda
Learning from Average Experience
by: James Bergin, Dan Bernhardt
Exploiting Heterogeneous Features for Classification Learning
by: Yiqiu Han, Wai Lam
Trading Futures with the Largest Equity Drawdown Method
by: Paul Lajbcygier, Eugene Lim
An XML Query Mediator
by: Kyeung Soo Lee, Dong-Ik Oh, Im Young Lee, Yong-Hae Kong
Generating Representative from Clusters of Association Rules on Numeric Attributes
by: Atsushi Hashizume, Yongguang Bao, Xiaoyong Du, Naohiro Ishii
On Hadamard-Type Output Coding in Multiclass Learning
by: Aijun Zhang, Zhi-Li Wu, Chun Hung Li, Kai-Tai Fang
Comparative Study between Radial Basis Probabilistic Neural Networks and Radial Basis Function Neural Networks
by: Wen-Bo Zhao, De-Shuang Huang, Lin Guo
The Knowledge-Base of a B2B E-commerce Multi-agent System
by: Nelly Kasim, Chunyan Miao, Angela Goh
An Enhanced Security Model for Mobile Agent System
by: Li Feng, Feng Shan, Wei Ying
List Representation Applied to Sparse Datacubes for Data Warehousing and Data Mining
by: Frank Wang, Farhi Marir, John Gordon, Na Helian
A Comparative Study of Several Cluster Number Selection Criteria
by: Xuelei Hu, Lei Xu
Experiences of Using a Quantitative Approach for Mining Association Rules
by: L. Dong, Christos Tjortjis
Clustering Individuals in Non-vector Data and Predicting: A Novel Model-Based Approach
by: Kedong Luo, Jianmin Wang, Deyi Li, Jia-Guang Sun
Input Selection and Rule Generation in Adaptive Neuro-fuzzy Inference System for Protein Structure Prediction
by: Yongxian Wang, Haiyan Chang, Zhenghua Wang, Xiaomei Li
Association Rule Mining Algorithms for Set-Valued Data
by: Christopher A. Shoemaker, Carolina Ruiz
Portfolio Management for Pension Funds
by: Santiago Arbeleche, Michael A. H. Dempster, Elena A. Medova, Giles W. P. Thompson, Michael Villaverde
Locally Balanced Incremental Hierarchical Discriminant Regression
by: Xiao Huang, Juyang Weng, Roger Calantone
Discovering Process Models from Execution History by Graph Matching
by: Chao-Wen Kevin Chen, David Y. Y. Yun
A Ring-Based Architectural Model for Middle Agents in Agent-Based System
by: Chunsheng Li, Chengqi Zhang, Zili Zhang
Developing a Directory of Search Engines for Meta-searching
by: Jacky K. H. Shiu, Stephen Chi-fai Chan, Korris Fu-Lai Chung
Revocable Anonymity of Undeniable Signature Scheme
by: Winson K. Y. Yeung, Song Han
Belief Revision for Adaptive Recommender Agents in E-commerce
by: Raymond Y. K. Lau
A Self-Organizing Channel Assignment Algorithm: A Cellular Learning Automata Approach
by: Hamid Beigy, Mohammad Reza Meybodi
Combination of Linear and General Regression Neural Network for Robust Short Term Financial Prediction
by: Tony Jan
DNA Algorithms for Rough Set Analysis
by: Alfons Schuster
Inheritance Transformation of XML Schemas to Object-Relational Databases
by: Nathalia Devina Widjaya, David Taniar, J. Wenny Rahayu
Convolution Kernels for Outliers Detection in Relational Data
by: Mikhail Petrovskiy
Spatiotemporal Restoration of Regions Occluded by Text in Video Sequences
by: Chang-Woo Lee, Hyun Kang, Kyung Mi Lee, Keechul Jung, Hang Joon Kim
GMM Based on Local Fuzzy PCA for Speaker Identification
by: JongJoo Lee, JaeYeol Rheem, Ki Yong Lee
Wavelet-Based Feature Extraction from Character Images
by: Jong Hyun Park, Il-Seok Oh
An Adaptive Uniform Fractional Guard Channel Algorithm: A Learning Automata Approach
by: Hamid Beigy, Mohammad Reza Meybodi
Evolution at Learning: How to Promote Generalization?
by: Ibrahim Kuschchu
Evolution Strategies with a Fourier Series Auxiliary Function for Difficult Function Optimization
by: Kwong-Sak Leung, Yong Liang
Nonlinear Multidimensional Data Projection and Visualisation
by: Hujun Yin
An Image Retrieval Method Based on Collaborative Filtering
by: Xiangdong Zhou, Qi Zhang, Liang Zhang, Li Liu, Baile Shi
An Efficient Mining Method for Incremental Updation in Large Databases
by: Wan-Jui Lee, Shie-Jue Lee
Agent-Based Layered Intelligent Information Integration System Using Ontology and Metadata Registry
by: Jeong-Oog Lee, Yo-Han Choi
A Clustering Approach to the Vision-Based Interface for Interactive Computer Games
by: Hyun Kang, Chang-Woo Lee, Keechul Jung, Hang Joon Kim
Pattern Recognition in Classification of Intelligent Composites during Smart Manufacturing
by: Nasser Esmaili, Afshad Talaie
Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis
by: Hyunjung Shin, Sungzoon Cho
A Unified, Adjustable, and Extractable Biological Data Mining-Broker
by: Min-Huang Ho, Yue-Shan Chang, Ming-Chun Cheng, Kuang-Lee Li, Shyan-Ming Yuan
A Hybrid Search Algorithm of Ant Colony Optimization and Genetic Algorithm Applied to Weapon-Target Assignment Problems
by: Zne-Jung Lee, Wen-Li Lee
A Virtual Join Algorithm for Fast Association Rule Mining
by: Minho Kim, Gye Hyung Kim, R. S. Ramakrishna
An Optimal Approach to Mining Boolean Functions from Noisy Data
by: Murlikrishna Viswanathan, Chris S. Wallace
A Two-Stage Bayesian Network for Effective Development of Conversational Agent
by: Jin-Hyuk Hong, Sung-Bae Cho
Automatic Extraction of Moving Objects Using Distributed Genetic Algorithms
by: Eun Yi Kim, Se Hyun Park
Generating Explicit Self-Organizing Maps by Information Maximization
by: Ryotaro Kamimura, Haruhiko Takeuchi
On the Comparisons between RLSA and CLA for Solving Arbitrary Linear Simultaneous Equations
by: De-Shuang Huang
AD+Tree: A Compact Adaptation of Dynamic AD-Trees for Efficient Machine Learning on Large Data Sets
by: Jorge Moraleda, Teresa Miller
Nested State-Transition Graph Model of User Behaviors
by: Jia-Sheng Heh, Shein-Yun Cheng, Nan-Chao Ma
Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites
by: Tak-Lam Wong, Wai Lam, Wei Wang
A Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems
by: Li-Sun Shu, Shinn-Jang Ho, Shinn-Ying Ho
Metasearch via Voting
by: Shanfeng Zhu, Qizhi Fang, Xiaotie Deng, Weiming Zheng
Predicting Itemset Sales Profiles with Share Measures and Repeat-Buying Theory
by: Robert J. Hilderman
Exploring Memory Access Regularity in Pointer-Intensive Application Programs
by: Keqiang Wu, Resit Sendag, David J. Lilja
On the Effects of Outliers on Evolutionary Optimization
by: Dirk V. Arnold, Hans-Georg Beyer
Improving Feature Extraction Performance of Greedy Network-Growing Algorithm
by: Ryotaro Kamimura, Osamu Uchida
Nonlinear Dimension Reduction via Local Tangent Space Alignment
by: Zhenyue Zhang, Hongyuan Zha
A Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting
by: Rong-bo Huang, Yiu-ming Cheung
An Effective Rough Set-Based Method for Text Classification
by: Yongguang Bao, Daisuke Asai, Xiaoyong Du, Kazutaka Yamada, Naohiro Ishii
A Guided Monte Carlo Approach to Optimization Problems
by: C. I. Chou, R. S. Han, T. K. Lee, S. P. Li
A Multi-agent System for Emergency Decision Support
by: Martín Molina, Gemma Blasco
Novelty Detection Approach for Keystroke Dynamics Identity Verification
by: Enzhe Yu, Sungzoon Cho
A Perception Evaluation Scheme for Steganography
by: Xiangwei Kong, Rufeng Chu, Xiaohui Ba, Ting Zhang, Deli Yang
Probability Model Type Sufficiency
by: Leigh J. Fitzgibbon, Lloyd Allison, Joshua W. Comley
An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data
by: Sina Rezvani, Girijesh Prasad, J. Muir, K. McCraken
Line Chart Recognition and Data Extraction Technique
by: M. Khademul Islam Molla, Kamrul Hasan Talukder, M. Altab Hossain
The Inductive Inverse Kinematics Algorithm for Manipulating the Posture of an Articulated Body
by: Jin Ok Kim, Bum Ro Lee, Chin Hyun Chung
From Competing Associations to Justifiable Conclusions
by: Choh-Man Teng
Hybrid Recommendation: Combining Content-Based Prediction and Collaborative Filtering
by: Ekkawut Rojsattarat, Nuanwan Soonthornphisaj
Semantics Based Information Retrieval Using Conceptual Indexing of Documents
by: D. Manjula, Santhosh Kulandaiyan, Santosh Sudarshan, Ashok Francis, T. V. Geetha
Peculiarity Oriented Mining in Multiple Human Brain Data
by: Ning Zhong, Akio Nakamaru, Muneaki Ohshima, Jing-Long Wu, Hiroaki Mizuhara
Online Signature Verification Based on Dynamic Feature Segmentation and 3-Step Matching
by: H. Y. Kwon, E. Y. Ha, H. Y. Hwang
Detecting Distributed Denial of Service (DDoS) Attacks through Inductive Learning
by: Sanguk Noh, Cheolho Lee, Kyunghee Choi, Gihyun Jung
Improved Object Recognition - The RoboCup 4-Legged League
by: Vladimir Estivill-Castro, Nathan Lovell
Potential Gains from Global Market Timing Involving Three or More Markets
by: Wei Li, Kin Lam
MLPCA Based Logistical Regression Analysis for Pattern Clustering in Manufacturing Processes
by: Feng Zhang, Daniel Apley
Efficient Execution of Parallel Aggregate Data Cube Queries in Data Warehouse Environments
by: Rebecca Boon-Noi Tan, David Taniar, Guojun Lu
Dynamic Construction of Category Hierarchy Using Fuzzy Relational Products
by: Bumghi Choi, Ju-Hong Lee, Sun Park
A XML-Based Data Communication Solution for Program Mining
by: Cunhao Fang, Yaoxue Zhang, Donglin Xia, Kegang Xu
Design and Implementation of Alert Analyzer with Data Mining Engine
by: Myung-Jin Lee, Moon Sun Shin, Ho Sung Moon, Keun Ho Ryu, Ki Young Kim
A Concept-Based Inter-lingua and Its Applications to Multilingual Text and Web Mining
by: Rowena Chau, Chung-Hsing Yeh
Gradient Based Method for Symmetric and Asymmetric Multiagent Reinforcement Learning
by: Ville Könönen
A Non-parametric Image Segmentation Algorithm Using an Orthogonal Experimental Design Based Hill-Climbing
by: Kual-Zheng Lee, Wei-Che Chuang, Shinn-Ying Ho
Power Control and Evolutionary Computation in CDMA Cellular Radio Networks
by: Won Jay Song, Sun Jin Kim, Won Hee Kim, Byung-Ha Ahn, Munkee Choi, Bo Gwan Kim
Initialising Self-Organising Maps
by: Emilio Corchado, Colin Fyfe
Learning Classifier System for Generating Various Types of Dialogues in Conversational Agent
by: Eun-Kyung Yun, Sung-Bae Cho
Multiple Ant Colony Optimization for Load Balancing
by: Kwang Mong Sim, Weng Hong Sun
Blind Equalization Using RBF and HOS
by: Jung-sik Lee, Jin-Hee Kim, Dong-kun Jee, Jae-Jeong Hwang, Ju-Hong Lee
Prediction Error Context-Based Lossless Compression of Medical Images
by: Jae-Jeong Hwang, Sang-Gyu Cho, Chi-Gyu Hwang, Jung-sik Lee
Abrupt Shot Change Detection Using Multiple Features and Classification Tree
by: Seung-Bum Hong, Won Nah, Joong-Hwan Baek
Intraday Analysis of Portfolios on the ASX Using ICA
by: Kevin Lo, Richard Coggins
Managing Fault Tolerance Information in Multi-agents Based Distributed Systems
by: Dae-Won Lee, Kwang-Sik Chung, Hwa-Min Lee, Sungbin Park, Young-Jun Lee, Heon-Chang Yu, Won-Gyu Lee
Quantification of Human Brain Metabolites from In Vivo 1H NMR Magnitude Spectra Using Self-Organising Maps
by: Juhani Pulkkinen, Mika Lappalainen, Anna-Maija Häkkinen, Nina Lundbom, Risto A. Kauppinen, Yrjö Hiltunen
Flexible Decision Trees in a General Data-Mining Environment
by: Joshua W. Comley, Lloyd Allison, Leigh J. Fitzgibbon
Connected Replicator Dynamics and Their Control in a Learning Multi-agent System
by: Masaaki Kunigami, Takao Terano
Noise Correction in Genomic Data
by: Choh-Man Teng
A Fuzzy Multi-criteria Decision Model for Information System Security Investment
by: Vincent C. S. Lee
Customer Loyalty on Recurring Loans
by: Vincent Ng, Ida Ng
Strict Monotone of an Edge Intensity Profile and a New Edge Detection Algorithm
by: Eun Mi Kim, Cherl Soo Pahk
Study of United Mileage Agent in E-commerce
by: Jang-Mi Baek, In-Sik Hong
Model-Based Pose Estimation of Human Motion Using Orthogonal Simulated Annealing
by: Kual-Zheng Lee, Ting-Wei Liu, Shinn-Ying Ho
Investigation of ART2-Based Audio-to-Visual Conversion for Multimedia Applications
by: Jin-Jang Lin, Chi-Wen Hsieh, Tai-Lang Jong
Objectionable Image Recognition System in Compression Domain
by: Qixiang Ye, Wen Gao, Wei Zeng, Tao Zhang, Weiqiang Wang, Yang Liu
Electricity Demand Forecasting Using Neural Networks
by: Sukhvinder Singh Panesar, W. Wang
Improving the Efficiency of Frequent Pattern Mining by Compact Data Structure Design
by: Raj P. Gopalan, Yudho Giri Sucahyo
Automatic Classification and Clustering of Caenorhabditis Elegans Using a Computer Vision System
by: Seung-Bum Hong, Won Nah, Joong-Hwan Baek
Asynchronous Messaging Using Message-Oriented-Middleware
by: Sushant Goel, Hema Sharda, David Taniar
Editing and Training for ALVOT, an Evolutionary Approach
by: Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy
by: Hai Lin Liu, Yuping Wang
Evolvable Hardware Using Genetic Programming
by: Nadia Nedjah, Luiza de Macedo Mourelle
Global B+ Tree Indexing in Parallel Database Systems
by: David Taniar, J. Wenny Rahayu
Verifying the Payment Authorization in SET Protocol
by: Qingfeng Chen, Chengqi Zhang, Shichao Zhang
Learning Neural Network Ensemble for Practical Text Classification
by: Sung-Bae Cho, Jee-Haeng Lee
PCA Fuzzy Mixture Model for Speaker Identification
by: Younjeong Lee, Joohun Lee, Ki Yong Lee
Dynamics of Gradient-Based Learning and Applications to Hyperparameter Estimation
by: K. Y. Michael Wong, Peixun Luo, Fuli Li
Modified Chamfer Matching Algorithm
by: Abdul Ghafoor, Rao Naveed Iqbal, Shoab Ahmed Khan
A Qualitative Discriminative Cohort Speakers Method to Reduce Learning Data for MLP-Based Speaker Verification Systems
by: Tae-Seung Lee, Sung-Won Choi, Won-Hyuck Choi, Hyeong-Taek Park, Sang-Seok Lim, Byong-Won Hwang
A Database-Independent Approach of Mining Association Rules with Genetic Algorithm
by: Xiaowei Yan, Chengqi Zhang, Shichao Zhang
A Tolerance Concept in Data Clustering
by: Fu-Shing Sun, Chun-Hung Tzeng
Empirical Comparison between Two Computational Strategies for Topological Self-Organization
by: Bonnie Kit Yee Chan, Wilson Wei Sheng Chu, Lei Xu
Packet Filtering Using a Decision Tree Classifier
by: Chunyan Li, Wei Lin, Yongtian Yang
Constructing UML Galaxy Diagram for Conceptual Data Integration in Web Mining
by: Zhe Zhang, Xiaoyuan Huang, Liang Zhang
Automatic Webpage Classification Enhanced by Unlabeled Data
by: Seong-Bae Park, Byoung-Tak Zhang
Grid-Based Method for Ranking Images with Multiple Objects
by: Atul Sajjanhar
Filtering of Text Blocks in Web Images
by: Seongah Chin
Diversity Control to Improve Convergence Rate in Genetic Algorithms
by: Chaiwat Jassadapakorn, Prabhas Chongstitvatana
SEMIR: Semantic Indexing and Retrieving Web Document Using Rhetorical Structure Theory
by: Kamel Haouam, Farhi Marir
E.Coli Search: Self Replicating Agents for Web Based Information Retrieval
by: Derrick Takeshi Mirikitani, Ibrahim Kushchu
Agent Compromises in Distributed Problem Solving
by: Yi Tang, Jiming Liu, Xiaolong Jin
Classification of the Risk Types of Human Papillomavirus by Decision Trees
by: Seong-Bae Park, Sohyun Hwang, Byoung-Tak Zhang
Estimation of Diffusion Parameters by a Nonparametric Drift Function Model
by: Isao Shoji
On a Lip Print Recognition by the Pattern Kernel with Multi-resolution Architecture
by: Jin Ok Kim, Kyong Seok Baik, Chin Hyun Chung
Design of Data-Mining Application Software Based on Object-Oriented Approach
by: H. K. Ho, S. K. Tso
Spatial Information in Histograms for Shape Representation
by: Atul Sajjanhar
Consensus-Based Adaptive Interface Construction for Multiplatform Web Applications
by: Janusz Sobecki, Ngoc Thanh Nguyen
Minimal Addition-Subtraction Sequences for Efficient Pre-processing in Large Window-Based Modular Exponentiation Using Genetic Algorithms
by: Nadia Nedjah, Luiza de Macedo Mourelle
Higher-Order Hidden Markov Models with Applications to DNA Sequences
by: Wai-Ki Ching, Eric S. Fung, Michael K. Ng
Selectivity Estimation for Optimizing Similarity Query in Multimedia Databases
by: Ju-Hong Lee, Seok-Ju Chun, Sun Park
Agent-Based Modeling of Efficient Markets
by: S. W. Lim, K. Y. Michael Wong, Peixun Luo
Illumination Invariant Shot Boundary Detection
by: Laiyun Qing, Weiqiang Wang, Wen Gao
Heuristic Methods for Portfolio Selection at the Mexican Stock Exchange
by: Cesar A. Coutino-Gomez, Jose Torres-Jimenez, Brenda M. Villarreal-Antelo
Protein Structure Modeling Using a Spatial Model for Structure Comparison
by: Sung-Hee Park, Keun Ho Ryu, Hyeon S. Son
System for Intelligent Processing and Recognition of Auditory Brainstem Response (ABR ) Signals
by: Andrzej Izworski, Ryszard Tadeusiewicz
Extraction of Dynamic User Behaviors from Web Logs
by: Younes Hafri, Bruno Bachimont, Peter L. Stanchev
The Artificial Ecosystem: A Multiagent Architecture
by: Maurizio Miozzo, Antonio Sgorbissa, Renato Zaccaria
Case-Based Reasoning: An Intelligent Approach Applied for Financial Crises Warning
by: Ying Wei, Feng Li
The Approach for Data Warehouse to Answering Spatial OLAP Queries
by: Ying Li, Ying Chen, Fangyan Rao

2002

Schema Discovery of the Semi-structured and Hierarchical Data
by: Jianwen He
Mining Dependence Structures from Statistical Learning Perspective
by: Lei Xu
A Case-Based Recognition of Semantic Structures in HTML Documents
by: Masayuki Umehara, Koji Iwanuma, Hidetomo Nabeshima
Organisational Information Management and Knowledge Discovery in Email within Mailing Lists
by: Emanuela Moreale, Stuart Watt
An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures
by: Jinwoo Baek, Sungzoon Cho
Combining Feature Selection with Feature Weighting for k-NN Classifier
by: Yongguang Bao, Xiaoyong Du, Naohiro Ishii
k-Means - A Generalized k-Means Clustering Algorithm with Unknown Cluster Number
by: Yiu-ming Cheung
A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents
by: Jaeyoung Yang, Heekuck Oh, Kyung-Goo Doh, Joongmin Choi
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management
by: Ning Zhong, Takahisa Matsunaga, Chunnian Liu
Complexity Pursuit for Financial Prediction
by: Ying Han, Colin Fyfe
Genetic Algorithm Based-On the Quantum Probability Representation
by: Bin Li, Zhen-quan Zhuang
Document Clustering Using the 1 + 1 Dimensional Self-Organising Map
by: Ben Russell, Hujun Yin, Nigel M. Allinson
Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchies
by: Jonathan Rossiter
Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains
by: Xiaolong Jin, Jiming Liu
A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection
by: Min-Jung Kim, Taek-Soo Kim
A User Adaptive Mobile Commerce System with a Middlet Application
by: Eunseok Lee, Sera Jang
Viseme Recognition Experiment Using Context Dependent Hidden Markov Models
by: Soonkyu Lee, Dongsuk Yook
Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks
by: Yuhua Li, Zuhair Bandar, David McLean
Emergent Specialization in Swarm Systems
by: Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa
Data Abstractions for Numerical Attributes in Data Mining
by: Masaaki Narita, Makoto Haraguchi, Yoshiaki Okubo
A Comparative Study on Three MAP Factor Estimate Approaches for NFA
by: Zhiyong Liu, Lei Xu
A Dynamic Method for Discretization of Continuous Attributes
by: Grace J. Hwang, Fumin Li
Classification Learning by Decomposition of Numerical Datasets
by: Grace J. Hwang, Chun-Chan Tung
RSTIndex : Indexing and Retrieving Web Document Using Computational and Linguistic Techniques
by: Farhi Marir, Kamel Houam
An Intelligent Mobile Commerce System with Dynamic Contents Builder and Mobile Products Browser
by: Sera Jang, Eunseok Lee
A General Framework for a Principled Hierarchical Visualization of Multivariate Data
by: Ata Kabán, Peter Tiño, Mark Girolami
ABBA - Agent Based Beaver Application - Busy Beaver in Swarm
by: Alessandro Perrone, Gianluigi Ferraris
Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning
by: Kai Chun Chiu, Lei Xu
Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation
by: Georg Klene, Adolf Grauel, Harold J. Convey, Andrew J. Hartley
Quantifying Relevance of Input Features
by: Wenjia Wang
Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis
by: Christophe Ladroue, Anne Rosemary Tate, F. A. Howe, John R. Griffiths
Fuzzy-Neural Inference in Decision Trees
by: Keeley A. Crockett, Zuhair Bandar, James O'Shea
Transactional Multiple Agents
by: Xinfeng Ye, John A. Keane, Guoqing Zhang
Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features
by: Huidong Jin, Kwong-Sak Leung, Man Leung Wong
Weight-Vector Based Approach for Product Recommendation in E-commerce
by: Bhanu Prasad
Decision Tree Based Clustering
by: Dongsuk Yook
Usage of New Information Estimations for Induction of Fuzzy Decision Trees
by: Vitaly G. Levashenko, Elena N. Zaitseva
A Knowledge Discovery by Fuzzy Rule Based Hopfield Network
by: Thanakorn Sornkaew, Yasuo Yamashita
A Hierarchical Model to Support Kansei Mining Process
by: Tomofumi Hayashi, Akio Sato, Nadia Berthouze
Support Vector Machine Regression for Volatile Stock Market Prediction
by: Haiqin Yang, Laiwan Chan, Irwin King
Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information
by: Richard T. Freeman, Hujun Yin
AGILE: An Agent-Assisted Infrastructure to Support Learning Environments
by: Nicoletta Dessì
Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure
by: Shan Ding, Naohiro Ishii
Indexing and Mining of the Local Patterns in Sequence Database
by: Xiaoming Jin, Likun Wang, Yuchang Lu, Chunyi Shi
Natural Language Processing for Expertise Modelling in E-mail Communication
by: Sanghee Kim, Wendy Hall, Andy J. Keane
Efficient Face Extraction Using Skin-Color Model and a Neural Network
by: Jong Bae Kim, Chae-Hyun Moon, Hang Joon Kim
Chinese Character Recognition - Comparison of Classification Methodologies
by: Sameer Singh, Adnan Amin, K. C. Sum
Artificial Intelligence in Portfolio Management
by: Man-chung Chan, Chi-Cheong Wong, W. F. Tse, Bernard K.-S. Cheung, Gordon Y.-N. Tang
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management
by: James F. Smith III
Multi-agent Fuzzy Logic Resource Manager
by: James F. Smith III
Centralised and Distributed Organisational Control
by: Johnathan M. E. Gabbai, W. Andy Wright, Nigel M. Allinson
Identifying Data Sources for Data Warehouses
by: Christian Koncilia, Heinz Pozewaunig
Focused Crawling Using Fictitious Play
by: Ville Könönen
Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents
by: J. Q. Feng, D. P. Buse, Q. H. Wu, J. Fitch
Fuzzy Rule-Based Framework for Medical Record Validation
by: Kaustubh Supekar, Anup Marwadi, Yugyung Lee, D. Medhi
Learning Multi-agent Strategies in Multi-stage Collaborative Games
by: W. Andy Wright
Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain
by: Anna V. Zhdanova, Denis V. Shishkin
Pattern Selection for Support Vector Classifiers
by: Hyunjung Shin, Sungzoon Cho
A New Approach to Hierarchically Retrieve MPEG Video
by: Yang Liu, Huanqiang Zhang, Zhimei Wu
Study of the Regularity of the Users' Internet Accesses
by: Nicolas Durand, Luigi Lancieri
MASIVE: A Case Study in Multiagent Systems
by: Goran Trajkovski
Discovering Temporal Rules from Temporally Ordered Data
by: Kamran Karimi, Howard J. Hamilton
Calculating Aggregates with Range-Encoded Bit-Sliced Index
by: Kashif Bhutta
Data Mining for Fuzzy Decision Tree Structure with a Genetic Program
by: James F. Smith III
Automated Personalisation of Internet Users Using Self-Organising Maps
by: Yrjö Hiltunen, Mika Lappalainen
Supervised Learning of Term Similarities
by: Irena Spasic, Goran Nenadic, Kostas Manios, Sophia Ananiadou
Intraday FX Trading: An Evolutionary Reinforcement Learning Approach
by: M. A. H. Dempster, Y. S. Romahi
Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals
by: Zümray Dokur, Tamer Ölmez
BIKMAS: A Knowledge Engineering System for Bioinformatics
by: Victoria López-Alonso, Lucia Moreno, Guillermo López-Campos, Victor Maojo, Fernando Martín-Sánchez
Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo H MR Spectra
by: Juhani Pulkkinen, Mika Lappalainen, Anna-Maija Häkkinen, Nina Lundbom, Risto A. Kauppinen, Yrjö Hiltunen
Stave Extraction for Printed Music Scores
by: Hidetoshi Miyao
Lempel-Ziv Coding in Reinforcement Learning
by: Kazunori Iwata, Naohiro Ishii
Evolving SQL Queries for Data Mining
by: Majid Salim, Xin Yao
Framework of a Multi-agent KDD System
by: Ning Zhong, Yasuaki Matsui, Tomohiro Okuno, Chunnian Liu
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains
by: Max Bramer
Extraction of Hidden Semantics from Web Pages
by: Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri
The Development of an XML-Based Data Warehouse System
by: Shi-Ming Huang, Chun-Hao Su
Graphical Features Selection Method
by: Yuan-chin Ivan Chang, Haoran Hsu, Lin-Yi Chou
Alpha-Beta Search Revisited
by: Paul Parkins, John A. Keane
A Branch and Bound Algorithm for Minimum Cost Network Flow Problem
by: Jun Han, Graham McMahon, Stephen Sugden
A New Neural Implementation of Exploratory Projection Pursuit
by: Colin Fyfe, Emilio Corchado
T3: A Classification Algorithm for Data Mining
by: Christos Tjortjis, John Keane
An Information Model for a Merchant Trust Agent in Electronic Commerce
by: Mohd Khairudin Kasiran, Farid Meziane