Current developments in expert systems
Proceedings of the Second Australian Conference on Applications of expert systems
Inductive knowledge acquisition: a case study
Proceedings of the Second Australian Conference on Applications of expert systems
Models of incremental concept formation
Artificial Intelligence
ML92 Proceedings of the ninth international workshop on Machine learning
C4.5: programs for machine learning
C4.5: programs for machine learning
Directions in machine intelligence
The Computer Bulletin
A Machine-Learning Apprentice for the Completion of Repetitive Forms
IEEE Expert: Intelligent Systems and Their Applications
Overcoming Process Delays with Decision Tree Induction
IEEE Expert: Intelligent Systems and Their Applications
Applications of inductive logic programming
Communications of the ACM
The KDD process for extracting useful knowledge from volumes of data
Communications of the ACM
The effectiveness of machine learning techniques for predicting time to case disposition
Proceedings of the 6th international conference on Artificial intelligence and law
Guest Editors‘ Introduction: On Applied Research in MachineLearning
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Learning to Recognize Volcanoes on Venus
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Learning to predict user operations for adaptive scheduling
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
RIEVL: Recursive Induction Learning in Hand Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards an estimation aid for nuclear power plant refueling operations
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Applications of Data Mining to Electronic Commerce
Data Mining and Knowledge Discovery
Applying classification algorithms in practice
Statistics and Computing
A Guide to the Literature on Learning Probabilistic Networks from Data
IEEE Transactions on Knowledge and Data Engineering
Rule-Induction and Case-Based Reasoning: Hybrid Architectures Appear Advantageous
IEEE Transactions on Knowledge and Data Engineering
The Role of Domain Knowledge in a Large Scale Data Mining Project
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
A Survey of Data Mining Techniques
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
The Computational Support of Scientific Discovery
Machine Learning and Its Applications, Advanced Lectures
The Computer-Aided Discovery of Scientific Knowledge
DS '98 Proceedings of the First International Conference on Discovery Science
VML: A View Modeling Language for Computational Knowledge Discovery
DS '01 Proceedings of the 4th International Conference on Discovery Science
Task and method selection: selection of tasks
Handbook of data mining and knowledge discovery
Programming by Demonstration Using Version Space Algebra
Machine Learning
Improved Rooftop Detection in Aerial Images with Machine Learning
Machine Learning
Data Mining for Generating Predictive Models of Local Hydrology
Applied Intelligence
Learning in design: From characterizing dimensions to working systems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Interactive training of advanced classifiers for mining remote sensing image archives
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Evolving rule-based systems in two medical domains using genetic programming
Artificial Intelligence in Medicine
Applications of machine learning: matching problems to tasks and methods
The Knowledge Engineering Review
Automated judgment of document qualities: Research Articles
Journal of the American Society for Information Science and Technology
Proceedings of the 44th annual Southeast regional conference
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Inference of power plant quake-proof information based on interactive data mining approach
Advanced Engineering Informatics
An expert system for maintenance scheduling
International Journal of Computer Applications in Technology
A semantics-driven, fuzzy logic-based approach to knowledge representation and inference
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Parallel Preprocessing for Classification Problems in Knowledge Discovery Systems
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Data Mining for Burr Detection (in the Drilling Process)
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
Structural health assessing by interactive data mining approach in nuclear power plant
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
Automatic detection of users' skill levels using high-frequency user interface events
User Modeling and User-Adapted Interaction
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
A script-based approach to modifying knowledge bases
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Generating C4.5 production rules in parallel
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Machine learning for intelligent systems
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Expert Systems with Applications: An International Journal
Information Processing and Management: an International Journal
Data mining for quality control: Burr detection in the drilling process
Computers and Industrial Engineering
A novel customer scoring model to encourage the use of mobile value added services
Expert Systems with Applications: An International Journal
Fuzzy semi-supervised support vector machines
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Ensemble of surrogates with recursive arithmetic average
Structural and Multidisciplinary Optimization
An investigation of TREPAN utilising a continuous oracle model
International Journal of Data Analysis Techniques and Strategies
An intelligent model for the classification of children's occupational therapy problems
Expert Systems with Applications: An International Journal
Global data mining: An empirical study of current trends, future forecasts and technology diffusions
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Dimension reduction techniques and the classification of bent double galaxies
Computational Statistics & Data Analysis
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
ABML knowledge refinement loop: a case study
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Knowledge management vs. data mining: Research trend, forecast and citation approach
Expert Systems with Applications: An International Journal
Elicitation of neurological knowledge with argument-based machine learning
Artificial Intelligence in Medicine
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Machine learning is the study of computational methods for improving performance by mechanizing the acquisition of knowledge from experience. Expert performance requires much domain-specific knowledge, and knowledge engineering has produced hundreds of AI expert systems that are now used regularly in industry. Machine learning aims to provide increasing levels of automation in the knowledge engineering process, replacing much time-consuming human activity with automatic techniques that improve accuracy or efficiency by discovering and exploiting regularities in training data. The ultimate test of machine learning is its ability to produce systems that are used regularly in industry, education, and elsewhere.