2023
Representation and Assessment of Systems Thinking Competencies Through Soft Logic.
IEEE Access, 2023
2022
Harnessing Soft Logic to Represent the Privacy Paradox.
Informatics, 2022
Decision Trees with Soft Numbers.
CoRR, 2022
2021
Fundamentals of Soft Logic.
New Math. Nat. Comput., 2021
2017
Analyzing and Optimizing Access Control Choice Architectures in Online Social Networks.
ACM Trans. Intell. Syst. Technol., 2017
2016
A methodology for estimating the value of privacy in information disclosure systems.
Comput. Hum. Behav., 2016
Pair Distance Distribution: A Model of Semantic Representation.
Proceedings of the 1st Workshop on Representation Learning for NLP, 2016
2015
Simplifying Data Disclosure Configurations in a Cloud Computing Environment.
ACM Trans. Intell. Syst. Technol., 2015
Ontology Learning from Text: Why the Ontology Learning Layer Cake is not Viable.
Int. J. Signs Semiot. Syst., 2015
2014
Data Mining with Decision Trees - Theory and Applications. 2<sup>nd</sup> Edition
Series in Machine Perception and Artificial Intelligence 81, WorldScientific, ISBN: 978-981-4590-09-9, 2014
Proactive Data Mining with Decision Trees
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4939-0539-3, 2014
2012
Visual analysis of quality-related manufacturing data using fractal geometry.
J. Intell. Manuf., 2012
2010
Data Mining using Decomposition Methods.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Visual Analysis of Sequences Using Fractal Geometry.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Introduction to Knowledge Discovery and Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
A Review of Reinforcement Learning Methods.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
NHECD - Nano Health and Environmental Commented Database.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Dimension Reduction and Feature Selection.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Privacy-preserving data mining: A feature set partitioning approach.
Inf. Sci., 2010
Similarity enhacement in Time-Aware Recommender Systems.
Proceedings of the 5th Mediterranean Conference on Information Systems, 2010
2009
A Survey of Feature Selection Techniques.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
2008
Introduction to Soft Computing for Knowledge Discovery and Data Mining.
Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008
Measuring Similarity Between Trajectories of Mobile Objects.
Proceedings of the Applied Pattern Recognition, 2008
Mining manufacturing databases to discover the effect of operation sequence on the product quality.
J. Intell. Manuf., 2008
Negation recognition in medical narrative reports.
Inf. Retr., 2008
Discovering regular groups of mobile objects using incremental clustering.
Proceedings of the 5th Workshop on Positioning, Navigation and Communication, 2008
2007
Data Mining with Decision Trees - Theory and Applications
Series in Machine Perception and Artificial Intelligence 69, WorldScientific, ISBN: 978-981-4474-18-4, 2007
Decision-tree instance-space decomposition with grouped gain-ratio.
Inf. Sci., 2007
A Methodology for Improving the Performance of Non-Ranker Feature Selection Filters.
Int. J. Pattern Recognit. Artif. Intell., 2007
Evaluation of gene-expression clustering via mutual information distance measure.
BMC Bioinform., 2007
A Compact Representation of Spatio-Temporal Data.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Incremental Clustering of Mobile Objects.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
Predicting future locations using clusters' centroids.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007
2006
A Decision Tree Framework for Semi-Automatic Extraction of Product Attributes from the Web.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006
Feature Selection by Combining Multiple Methods.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006
A Decision-Tree Framework for Instance-space Decomposition.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006
Data Mining for Improving the Quality of Manufacturing: A Feature Set Decomposition Approach.
J. Intell. Manuf., 2006
Selective Voting - Getting More for Less in Sensor Fusion.
Int. J. Pattern Recognit. Artif. Intell., 2006
Automatic Discovery of Regular Expression Patterns Representing Negated Findings in Medical Narrative Reports.
Proceedings of the Next Generation Information Technologies and Systems, 2006
Reinforcement Learning with Hierarchical Decision-Making.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
Automatic Identification of Negated Concepts in Narrative Clinical Reports.
Proceedings of the ICEIS 2006, 2006
Cascaded Data Mining Methods for Text Understanding, with medical case study.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Decomposition Methodology for Knowledge Discovery and Data Mining - Theory and Applications
Series in Machine Perception and Artificial Intelligence 61, WorldScientific, ISBN: 978-981-256-079-7, 2005
Top-down induction of decision trees classifiers - a survey.
IEEE Trans. Syst. Man Cybern. Part C, 2005
Improving Supervised Learning by Sample Decomposition.
Int. J. Comput. Intell. Appl., 2005
Feature set decomposition for decision trees.
Intell. Data Anal., 2005
Decomposition methodology for classification tasks.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Decomposition Methodology for Knowledge Discovery and Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Introduction to Supervised Methods.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Introduction to Knowledge Discovery in Databases.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Reinforcement-Learning: An Overview from a Data Mining Perspective.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
Dimension Reduction and Feature Selection.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
2004
A Compact and Accurate Model for Classification.
IEEE Trans. Knowl. Data Eng., 2004
Effective information horizon length in measuring off-line performance of stochastic dynamic systems.
Eur. J. Oper. Res., 2004
Context-Sensitive Medical Information Retrieval.
Proceedings of the MEDINFO 2004, 2004
Information Retrieval System for Medical Narrative Reports.
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004
2003
Reduction of future information required for optimal control of dynamic systems: a pseudostochastic model.
IEEE Trans. Autom. Control., 2003
Space Decomposition in Data Mining: A Clustering Approach.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003
2002
Improving Stability of Decision Trees.
Int. J. Pattern Recognit. Artif. Intell., 2002
Improving Supervised Learning by Feature Decomposition.
Proceedings of the Foundations of Information and Knowledge Systems, 2002
2001
Information-theoretic algorithm for feature selection.
Pattern Recognit. Lett., 2001
Information-theoretic fuzzy approach to data reliability and data mining.
Fuzzy Sets Syst., 2001
Theory and Applications of Attribute Decomposition.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
2000
A time-decomposition method for sequence-dependent setup scheduling under pressing demand conditions.
IEEE Trans. Autom. Control., 2000
A neural network approach for a robot task sequencing problem.
Artif. Intell. Eng., 2000
Anytime Algorithm for Feature Selection.
Proceedings of the Rough Sets and Current Trends in Computing, 2000
Automated dimensionality reduction of data warehouses.
Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000
1999
Sufficient conditions for inventive solutions.
IEEE Trans. Syst. Man Cybern. Part C, 1999
1998
Corrigendum To "The Design Process: Properties, Paradigms, And Structure".
IEEE Trans. Syst. Man Cybern. Part A, 1998
The measurement of a design structural and functional complexity.
IEEE Trans. Syst. Man Cybern. Part A, 1998
On the solution of differential equations with fuzzy spline wavelets.
Fuzzy Sets Syst., 1998
1997
Information-efficient control of discrete event stochastic systems.
IEEE Trans. Syst. Man Cybern. Part A, 1997
The design process: properties, paradigms, and structure.
IEEE Trans. Syst. Man Cybern. Part A, 1997
1996
On the complexity of the design synthesis problem.
IEEE Trans. Syst. Man Cybern. Part A, 1996
The Fuzzy Rule-Base Solution of Differential Equations.
Inf. Sci., 1996
1995
A maximum principle based combined method for scheduling in a flexible manufacturing system.
Discret. Event Dyn. Syst., 1995
1994
Information-efficient robotic control.
Robotica, 1994
1993
Robot programming system for assembly: Conceptual graph-based approach.
J. Intell. Robotic Syst., 1993
Information-efficient design of an automatic aircraft maintenance supervisor.
Comput. Oper. Res., 1993
Design architectures and training of neural networks with a distributed genetic algorithm.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
Conceptual graph-based system for assembly program synthesis.
Robotica, 1992
FMS control design: an information value approach.
J. Intell. Manuf., 1992
A Distributed Genetic Algorithm for Neural Network Design and Training.
Complex Syst., 1992
Conceptual graph-based synthesis of robotic assembly operations.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992
1991
Energy analysis of robot task motions.
J. Intell. Robotic Syst., 1991
Multiple robot programming using a concurrent logic language.
J. Intell. Robotic Syst., 1991
1990
The robot task-sequencing planning problem.
IEEE Trans. Robotics Autom., 1990
A note on locating a central vertex of a 3-cactus graph.
Comput. Oper. Res., 1990
1989
Locating a Point of Minimum Variance on Triangular Graphs.
Transp. Sci., 1989
1988
An Algorithm for the Lorenz Measure in Locational Decisions on Trees.
J. Algorithms, 1988
Dynamic Scheduling and Routing for Flexible Manufacturing Systems that Have Unreliable Machines.
Oper. Res., 1988
An object-based representation method for a manufacturing cell controller.
Artif. Intell. Eng., 1988
1986
Cooperation among flexible manufacturing systems.
IEEE J. Robotics Autom., 1986
A generic multirobot control experimental system.
J. Field Robotics, 1986
On dynamic routing in FMS.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986
1985
A multi-robot control experimental system with random parts arrival.
Proceedings of the 1985 IEEE International Conference on Robotics and Automation, 1985