Dan A. Simovici

WorldScientific, ISBN: 9789811270352, 2023

2021

Ultrametrics and Outlier Identification.

[BibT_eX]

[DOI]

Joshua Yee

Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021

On Biclique Connectivity in Bipartite Graphs and Recommendation Systems.

[BibT_eX]

[DOI]

Cristina Maier

Proceedings of the ICISDM 2021: 2021 the 5th International Conference on Information System and Data Mining, Silicon Valley, CA, USA, May 27, 2021

Clustering - Theoretical and Practical Aspects

[BibT_eX]

[DOI]

WorldScientific, ISBN: 9789811241215, 2021

2020

Betweenness Centrality of Sets of Vertices in Graphs: which Vertices to Associate.

[BibT_eX]

[DOI]

Cristina Maier

Proceedings of the ICISDM 2020: The 4th International Conference on Information System and Data Mining, 2020

2019

Ivan Stojmenović- A Life Well-Spent in the Service of Science.

[BibT_eX]

J. Multiple Valued Log. Soft Comput., 2019

Data ultrametricity and clusterability.

[BibT_eX]

[DOI]

CoRR, 2019

On the Vapnik-Chervonenkis Dimension of Binary Tables.

[BibT_eX]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Type-Based Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing XIII, 2019

2018

On Partition Metric Space, Index Function, and Data Compression.

[BibT_eX]

[DOI]

Sci. Ann. Comput. Sci., 2018

Dual Criteria Determination of the Number of Clusters in Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018

Mathematical Analysis for Machine Learning and Data Mining

[BibT_eX]

[DOI]

WorldScientific, ISBN: 9789813229709, 2018

2017

A Boolean Approach for Detection of Frequent Items.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

Mining Player Ranking Dynamics in Team Sports.

[BibT_eX]

[DOI]

Paul Fomenky

Alfred G. Noël

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

Detecting chromosomal structural variation using jaccard distance and parallel architecture.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

A new evaluation measure using compression dissimilarity on text summarization.

[BibT_eX]

[DOI]

Tong Wang

Ping Chen

Appl. Intell., 2016

On Genetic Algorithms for Detecting Frequent Item Sets And Large Bite Sets.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Tolerance Distances on Minimal Coverings.

[BibT_eX]

[DOI]

Catalin Zara

Proceedings of the 46th IEEE International Symposium on Multiple-Valued Logic, 2016

Long-lead term precipitation forecasting by Hierarchical Clustering-based Bayesian Structural Vector Autoregression.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016

2015

Classification with Streaming Features: An Emerging-Pattern Mining Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Entropies on Bounded Lattices.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2015

Compression and Data Mining.

[BibT_eX]

[DOI]

J. Commun., 2015

Several Remarks on Dissimilarities and Ultrametrics.

[BibT_eX]

[DOI]

Sci. Ann. Comput. Sci., 2015

Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2015

2014

On Submodular and Supermodular Functions on Lattices and Related Structures.

[BibT_eX]

[DOI]

Proceedings of the IEEE 44th International Symposium on Multiple-Valued Logic, 2014

Representative training sets for classification and the variability of empirical distributions.

[BibT_eX]

[DOI]

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

TIDE: Inter-chromosomal translocation and insertion detection using embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics. Second Edition.

[BibT_eX]

[DOI]

Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-6407-4, 2014

2013

Minability through Compression.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

On the Combinatorics of Tolerance Relations.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE International Symposium on Multiple-Valued Logic, 2013

2012

Approximative distance computation by random hashing.

[BibT_eX]

[DOI]

A. Murat Yagci

J. Supercomput., 2012

Learning Determining Sets of Finite Partially Defined Functions.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2012

Several remarks on the metric space of genetic codes.

[BibT_eX]

[DOI]

David Weisman

Int. J. Data Min. Bioinform., 2012

A Genetic Clustering Algorithm by Monomial Projection Pursuit.

[BibT_eX]

[DOI]

Mihaela Elena Breaban

Henri Luchian

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

Mining emerging patterns by streaming feature selection.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Several Remarks on Index Generation Functions.

[BibT_eX]

[DOI]

Marius Zimand

Proceedings of the 42nd IEEE International Symposium on Multiple-Valued Logic, 2012

Several Remarks on Mining Frequent Trajectories in Graphs.

[BibT_eX]

[DOI]

Henry Z. Lo

Wei Ding

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Evaluating Bayesian Networks by Sampling with Simplified Assumptions.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Polarities, Axiallities and Marketability of Items.

[BibT_eX]

[DOI]

Paul Fomenky

Werner Kunz

Proceedings of the Data Warehousing and Knowledge Discovery, 2012

Characterizing Intermediate Conformations in Protein Conformational Space.

[BibT_eX]

[DOI]

Nurit Haspel

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2012

2011

Entropy Quad-Trees for High Complexity Regions Detection.

[BibT_eX]

[DOI]

Wei Ding

Int. J. Softw. Sci. Comput. Intell., 2011

The Impact of Triangular Inequality Violations on Medoid-Based Clustering.

[BibT_eX]

[DOI]

Catalin Zara

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Bernoulli trials based feature selection for crater detection.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Entropic-Genetic Clustering.

[BibT_eX]

[DOI]

Mihaela Breaban

Henri Luchian

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

Information-Theoretical Mining of Determining Sets for Partially Defined Functions.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Symposium on Multiple-Valued Logic, 2010

Entropic Quadtrees and Mining Mars Craters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Mining for high complexity regions using entropy and box counting dimension quad-trees.

[BibT_eX]

[DOI]

Wei Ding

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Betweenness, Metrics and Entropies in Lattices.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2009

Scalable pattern mining with Bayesian networks as background knowledge.

[BibT_eX]

[DOI]

Tobias Scheffer

Data Min. Knowl. Discov., 2009

Mining Approximative Descriptions of Sets Using Rough Sets.

[BibT_eX]

[DOI]

Proceedings of the ISMVL 2009, 2009

Mining Determining Sets for Partially Defined Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

Binary Sequences and Association Graphs for Fast Detection of Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Edge Evaluation in Bayesian Network Structures.

[BibT_eX]

[DOI]

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008

Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics.

[BibT_eX]

[DOI]

Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-84800-201-2, 2008

Structural Classification of XML Documents Using Multisets.

[BibT_eX]

[DOI]

Swami Iyer

Int. J. Artif. Intell. Tools, 2008

Structure Inference of Bayesian Networks from Data: A New Approach Based on Generalized Conditional Entropy.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Approximate Computation of Object Distances by Locality-Sensitive Hashing.

[BibT_eX]

Proceedings of The 2008 International Conference on Data Mining, 2008

2007

Detecting eye fixations by projection clustering.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2007

On Generalized Entropy and Entropic Metrics.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2007

Metric-Entropy Pairs on Lattices.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2007

On the Axiomatization of Generalized Entropic Metrics.

[BibT_eX]

[DOI]

Proceedings of the 37th International Symposium on Multiple-Valued Logic, 2007

RPyR: Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires.

[BibT_eX]

Proceedings of the Actes du XXVème Congrès INFORSID, 2007

Clustering by Random Projections.

[BibT_eX]

[DOI]

Thierry Urruty

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Multisets and Clustering XML Documents.

[BibT_eX]

[DOI]

Swami Iyer

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Clustering and Approximate Identification of Frequent Item Sets.

[BibT_eX]

[DOI]

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

On Clustering Users' Behaviors in Video Sessions.

[BibT_eX]

Sylvain Mongy

Proceedings of the 2007 International Conference on Data Mining, 2007

2006

On the Ranges of Algebraic Functions on Lattices.

[BibT_eX]

[DOI]

Sergiu Rudeanu

Stud Logica, 2006

A new metric splitting criterion for decision trees.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2006

Evolutionary Strategy for Learning Multiple-Valued Logic Functions.

[BibT_eX]

[DOI]

Alioune Ngom

J. Multiple Valued Log. Soft Comput., 2006

Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Eye/gaze tracking in web, image and video documents.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

On the Ranges of Algebraic Functions in Lattices - A Preliminary Report.

[BibT_eX]

[DOI]

Sergiu Rudeanu

Proceedings of the 36th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2006), 2006

Biclustering of Gene Expression Data Based on Local Nearness.

[BibT_eX]

[DOI]

Jesús S. Aguilar-Ruiz

Domingo S. Rodríguez

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005

An Abstract Axiomatization of the Notion of Entropy.

[BibT_eX]

[DOI]

Ivo G. Rosenberg

Gregory Piatetsky-Shapiro

Proceedings of the 35th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2005), 2005

On Feature Selection through Clustering.

[BibT_eX]

[DOI]

Richard Butterworth

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Semi-supervised incremental clustering of categorical data.

[BibT_eX]

[DOI]

Natima Singla

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004

The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

Review of "The classical decision problem" by Egon Börger, Erich Grädel and Yuri Gurevich. Springer-Verlag 1997.

[BibT_eX]

[DOI]

SIGACT News, 2004

A greedy algorithm for supervised discretization.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2004

Measures on Boolean polynomials and their applications in data mining.

[BibT_eX]

[DOI]

Ivo G. Rosenberg

Discret. Appl. Math., 2004

A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Interestingness of frequent itemsets using Bayesian networks as background knowledge.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A Graph-Theoretical Approach to Boolean Interpolation of Non-Boolean Functions.

[BibT_eX]

[DOI]

Sergiu Rudeanu

Proceedings of the 34th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2004), 2004

Metric Incremental Clustering of Nominal Data.

[BibT_eX]

[DOI]

Namita Singla

Michael Kuperberg

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

A metric approach to supervised discretization.

[BibT_eX]

[DOI]

Richard Butterworth

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003

Editorial.

[BibT_eX]

J. Multiple Valued Log. Soft Comput., 2003

Boolean Completeness in Multiple-Valued Set Logic.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2003

Several Remarks on Non-Boolean Functions over Boolean Algebras.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Symposium on Multiple-Valued Logic (ISMVL 2003), 2003

Generalized Conditional Entropy and Decision Trees.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002

An axiomatization of partition entropy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2002

Finding Median Partitions Using Information-Theoretical-Based Genetic Algorithms.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2002

Impurity measures in databases.

[BibT_eX]

[DOI]

Acta Informatica, 2002

Support Approximations Using Bonferroni-Type Inequalities.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Pruning Redundant Association Rules Using Maximum Entropy Principle.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

On Functions Defined on Free Boolean Algebras.

[BibT_eX]

[DOI]

Ivo G. Rosenberg

Proceedings of the 32nd IEEE International Symposium on Multiple-Valued Logic (ISMVL 2002), 2002

Generating an informative cover for association rules.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Mining Purity Dependencies in Databases.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

2001

A General Measure of Rule Interestingness.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

An Axiomatization of Generalized Entropy of Partitions.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, 2001

2000

Learning with Permutably Homogeneous Multiple-Valued Multiple-Threshold Perceptrons.

[BibT_eX]

[DOI]

Neural Process. Lett., 2000

Galois Connections and Data Mining.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2000

Generalized Entropy and Projection Clustering of Categorical Data.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Data Mining of Weak Functional Decompositions.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Symposium on Multiple-Valued Logic, 2000

On Information-Theoretical Aspects of Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Finite Versus Infinite, 2000

1999

Automatic Data Restructuring.

[BibT_eX]

[DOI]

Seymour Ginsburg

Nan C. Shu

J. Univers. Comput. Sci., 1999

On Axiomatization of Conditional Entropy of Functions Between Finite Sets.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Symposium on Multiple-Valued Logic, 1999

1998

Learning with Permutably Homogenous Multiple-Valued Multiple-Threshold Perceptrons.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Symposium on Multiple-Valued Logic, 1998

Functional Entropy and Decision Trees.

[BibT_eX]

[DOI]

V. Cheushev

Vlad P. Shmerko

Svetlana N. Yanushkevich

Proceedings of the 28th IEEE International Symposium on Multiple-Valued Logic, 1998

1997

A Characterization of Boolean Collections of Set-Valued Functions.

[BibT_eX]

[DOI]

Inf. Sci., 1997

Completeness Criteria in Set-Valued Logic Under Compositions with Union and Intersection.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Multiple-Valued Logic, 1997

1996

A Characterization of the Information Content of a Classification.

[BibT_eX]

[DOI]

Kenneth Baclawski

Inf. Process. Lett., 1996

Several Remarks on the Complexity of Set-Valued Switching Functions.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Multiple-Valued Logic, 1996

1994

A Categorical Approach to Database Semantics.

[BibT_eX]

[DOI]

Kenneth Baclawski

William White

Math. Struct. Comput. Sci., 1994

Several Remarks on Algebraic Entropy.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Multiple-Valued Logic, 1994

Enumeration of Function and Bases of Three-Valued Set Logic under compositions with Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Multiple-Valued Logic, 1994

1993

Content-Related Interval Queries on Object Histories

[BibT_eX]

[DOI]

Seymour Ginsburg

Xiaoyang Sean Wang

Inf. Comput., March, 1993

Functional Completeness and Weak Completeness in Set Logic.

[BibT_eX]

[DOI]

Ratko Tosic

Proceedings of the 23rd IEEE International Symposium on Multiple-Valued Logic, 1993

On Functional Entropy.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Multiple-Valued Logic, 1993

1992

An algebraic approach to databases with complex objects.

[BibT_eX]

[DOI]

Kenneth Baclawski

Inf. Syst., 1992

On Set-Valued Functions and Boolean Collections.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Multiple-Valued Logic, 1992

1991

Mathematical Foundations of Computer Science - Sets, Relations, and Induction

[BibT_eX]

[DOI]

Peter A. Fejer

Texts and Monographs in Computer Science, Springer, ISBN: 3540974504, 1991

On the Implementation of Set-Valued Non-Boolean Switching Functions.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Multiple-Valued Logic, 1991

1990

Bio-Algebras.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Multiple-Valued Logic, 1990

Intersections of Isotone Clones on a Finite Set.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Multiple-Valued Logic, 1990

1989

Formal semantics for database schemas.

[BibT_eX]

[DOI]

Dan C. Stefanescu

Inf. Syst., 1989

An algebraic point of view of the data structures of database systems.

[BibT_eX]

[DOI]

Discret. Appl. Math., 1989

1987

Towards an abstract theory of dependency constraints in relational databases.

[BibT_eX]

[DOI]

Helmut Jürgensen

Inf. Sci., 1987

1986

Iteration Properties of Multivalued Switching Functions.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 1986

Iterative characterizations of Boolean algebras.

[BibT_eX]

[DOI]

Discret. Appl. Math., 1986

1984

Graph Functions of Boolean Functions.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 1984

1982

Several remarks on computations of labelled Markov algorithms.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Southeast Regional Conference, 1982

1980

Computing of Graphs of Relations Using Generative Grammars.

[BibT_eX]

[DOI]

RAIRO Theor. Informatics Appl., 1980

1979

Even Initial Feedback Vertex Set Problem is NP-Complete.

[BibT_eX]

[DOI]

Gheorghe Grigoras

Inf. Process. Lett., 1979

1978

Computing grammars and contex-sensitive languages.

[BibT_eX]

[DOI]

Sorin Istrail

RAIRO Theor. Informatics Appl., 1978

1975

Maße, die von Automaten auf den von Eingabealphabeten erzeugten freien Halbgruppen induziert werden.

[BibT_eX]

J. Inf. Process. Cybern., 1975

On Cardinal Sequential Outer Measures.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Foundations of Computer Science 1975, 1975

1973

A New Approach of Some Problems Concerning Polynomials Over Finite Fields

[BibT_eX]

[DOI]

C. Cazacu

Inf. Control., June, 1973

On Some Measures on Free Semigroups Induced by Semiautomata.

[BibT_eX]

Proceedings of the Mathematical Foundations of Computer Science: Proceedings of Symposium and Summer School, 1973

1972

On the Existence of a Periodic Analog of a Finite Connected Automaton.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 1972

1971

Associative Algebraic Structures in the Set of Boolean Functions and Some Applications in Automata Theory.

[BibT_eX]

[DOI]