Local decomposition for rare class analysis
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Visual Analytics: Definition, Process, and Challenges
Information Visualization
A Rough Set-Based Multiple Criteria Linear Programming Approach for Classification
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II
Iterative Search for Similar Documents on Mobile Devices
KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence
The socio-economics of software architecture
Automated Software Engineering
Advanced Web and NetworkTechnologies, and Applications
Expert Systems with Applications: An International Journal
Cascaded search for similar documents between mobile devices
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Hypertext classification to filtrate information on the web
Proceedings of the 2009 Euro American Conference on Telematics and Information Systems: New Opportunities to increase Digital Citizenship
Clustering Hierarchical Data Using Self-Organizing Map: A Graph-Theoretical Approach
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Least squares support vector machines ensemble models for credit scoring
Expert Systems with Applications: An International Journal
Domain driven data mining to improve promotional campaign ROI and select marketing channels
Proceedings of the 18th ACM conference on Information and knowledge management
Attribute selection with fuzzy decision reducts
Information Sciences: an International Journal
Adaptive routing of multiple taxis by mutual exchange of pathways
International Journal of Knowledge Engineering and Soft Data Paradigms
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Dimensionality reduction by self organizing maps that preserve distances in output space
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On the simplification of an examples-based controller with support vector machines
Control and Intelligent Systems
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Tensor Framework and Combined Symmetry for Hypertext Mining
Fundamenta Informaticae
COG: local decomposition for rare class analysis
Data Mining and Knowledge Discovery
Real-time acquisition of buyer behaviour data: the smart shop floor scenario
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
Knowledge extraction from unstructured surface meshes
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Multivariate imputation of genotype data using short and long range disequilibrium
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Contingency matrix theory I: rank and statistical independence in a contigency table
Transactions on computational science II
Robust weighted kernel logistic regression in imbalanced and rare events data
Computational Statistics & Data Analysis
Evaluating the quality of clustering algorithms using cluster path lengths
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Robust clustering using discriminant analysis
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Similarity-Based Classification in Relational Databases
Fundamenta Informaticae
Feature set reduction by evolutionary selection and construction
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
Statistical approach to analysis of the regions
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
Decomposing data mining by a process-oriented execution plan
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Exploiting probabilistic topic models to improve text categorization under class imbalance
Information Processing and Management: an International Journal
Performance Forecasting for Performance Critical Huge Databases
Proceedings of the 2011 conference on Information Modelling and Knowledge Bases XXII
Discovering coherence and justification clusters in digital transcripts using epistemic analysis
Proceedings of the 13th International Conference on Artificial Intelligence and Law
Fuzzy quartile encoding as a preprocessing method for biomedical pattern classification
Theoretical Computer Science
Interaction based on contribution awareness in collaborative learning
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble
Expert Systems with Applications: An International Journal
Domain-Driven actionable knowledge discovery in the real world
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Satisfiability judgement under incomplete information
Transactions on Rough Sets XI
Abnormal behaviours identification for an elder's life activities using dissimilarity measurements
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
Extension of the generalization complexity measure to real valued input data sets
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
Integrating wavelets with clustering and indexing for effective content-based image retrieval
Knowledge-Based Systems
Accuracy vs. interpretability of fuzzy rule-based classifiers: an evolutionary approach
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Chaotic particle swarm optimization for data clustering
Expert Systems with Applications: An International Journal
Knowledge discovery for scheduling in computational grids
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Extracting information networks from the blogosphere
ACM Transactions on the Web (TWEB)
Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Differential evolution and perceptron decision trees for classification tasks
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Empirical models based on features ranking techniques for corporate financial distress prediction
Computers & Mathematics with Applications
Feature annotation for text categorization
Proceedings of the CUBE International Information Technology Conference
Exclusive and complete clustering of streams
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Evolving granular neural networks from fuzzy data streams
Neural Networks
Refining discretizations of continuous-valued attributes
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
Genetic algorithm-based optimized association rule mining for multi-relational data
Intelligent Data Analysis
| Hi-index | 0.02 |
Designed for research scientists and graduate-level students in computer science and engineering, this book organizes all major concepts, theories, methodologies, trends, challenges and applications of DM and KDD into a coherent and unified repository.