Dan A. Simovici

Publication Activity (10 Years)

Years Active: 1971-2024
Publications (10 Years): 18

Top Venues

SYNASC

Sci. Ann. Comput. Sci.

ISMVL

ICISDM

Publications

Dan A. Simovici
Monotonic Entropies. Sci. Ann. Comput. Sci. 34 (1) (2024)
Dan A. Simovici, Joshua Yee
Ultrametrics and Outlier Identification. SYNASC (2021)
Cristina Maier, Dan A. Simovici
On Biclique Connectivity in Bipartite Graphs and Recommendation Systems. ICISDM (2021)
Cristina Maier, Dan A. Simovici
Betweenness Centrality of Sets of Vertices in Graphs: which Vertices to Associate. ICISDM (2020)
Roman A. Sizov, Dan A. Simovici
On the Vapnik-Chervonenkis Dimension of Binary Tables. MLDM (2) (2019)
Roman A. Sizov, Dan A. Simovici
Type-Based Genetic Algorithms. IDC (2019)
Dan A. Simovici, Kaixun Hua
Data ultrametricity and clusterability. CoRR (2019)
Dan A. Simovici
Ivan Stojmenović- A Life Well-Spent in the Service of Science. J. Multiple Valued Log. Soft Comput. 33 (3) (2019)
Kaixun Hua, Dan A. Simovici
Dual Criteria Determination of the Number of Clusters in Data. SYNASC (2018)
Dan A. Simovici, Roman A. Sizov
On Partition Metric Space, Index Function, and Data Compression. Sci. Ann. Comput. Sci. 28 (1) (2018)
Dan A. Simovici, Roman A. Sizov, Selim Mimaroglu
A Boolean Approach for Detection of Frequent Items. SYNASC (2017)
Paul Fomenky, Alfred G. Noël, Dan A. Simovici
Mining Player Ranking Dynamics in Team Sports. MLDM (2017)
Hamidreza Mohebbi, Amir Vajdi, Nurit Haspel, Dan A. Simovici
Detecting chromosomal structural variation using jaccard distance and parallel architecture. BIBM (2017)
Dan A. Simovici
Ivan Stojmenović - A Life Well-Spent in the Service of Science. ISMVL (2017)
Catalin Zara, Dan A. Simovici
Tolerance Distances on Minimal Coverings. ISMVL (2016)
Kaixun Hua, Dan A. Simovici
Long-lead term precipitation forecasting by Hierarchical Clustering-based Bayesian Structural Vector Autoregression. ICNSC (2016)
Tong Wang, Ping Chen, Dan A. Simovici
A new evaluation measure using compression dissimilarity on text summarization. Appl. Intell. 45 (1) (2016)
Roman A. Sizov, Dan A. Simovici
On Genetic Algorithms for Detecting Frequent Item Sets And Large Bite Sets. MLDM (2016)
Dan A. Simovici, Tong Wang, Ping Chen, Dan Pletea
Compression and data mining. ICNC (2015)
Dan A. Simovici, Ping Chen, Tong Wang, Dan Pletea
Compression and Data Mining. J. Commun. 10 (9) (2015)
Kui Yu, Wei Ding, Dan A. Simovici, Hao Wang, Jian Pei, Xindong Wu
Classification with Streaming Features: An Emerging-Pattern Mining Approach. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Dan A. Simovici, Rosanne Vetro, Kaixun Hua
Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining. EGC (2015)
Dan A. Simovici
Several Remarks on Dissimilarities and Ultrametrics. Sci. Ann. Comput. Sci. 25 (1) (2015)
Dan A. Simovici, Rosanne Vetro, Kaixun Hua
Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining. EGC (best of volume) (2015)
Dan A. Simovici
Entropies on Bounded Lattices. J. Multiple Valued Log. Soft Comput. 24 (1-4) (2015)
Dan A. Simovici
On Submodular and Supermodular Functions on Lattices and Related Structures. ISMVL (2014)
Rosanne Vetro, Roshanak Farhoodi, Rohith Kotla, Nurit Haspel, David Weisman, Jennifer Rosen, Dan A. Simovici
TIDE: Inter-chromosomal translocation and insertion detection using embeddings. IEEE BigData (2014)
Saaid Baraty, Dan A. Simovici
Representative training sets for classification and the variability of empirical distributions. EGC (2014)
Dan A. Simovici
On the Combinatorics of Tolerance Relations. ISMVL (2013)
Dan A. Simovici
Minability through Compression. SYNASC (2013)
Henry Z. Lo, Dan A. Simovici, Wei Ding
Several Remarks on Mining Frequent Trajectories in Graphs. IEA/AIE (2012)
Dan A. Simovici, Dan Pletea, Rosanne Vetro
Learning Determining Sets of Finite Partially Defined Functions. J. Multiple Valued Log. Soft Comput. 19 (1-3) (2012)
Mihaela Elena Breaban, Henri Luchian, Dan A. Simovici
A Genetic Clustering Algorithm by Monomial Projection Pursuit. SYNASC (2012)
Dan A. Simovici, Marius Zimand, Dan Pletea
Several Remarks on Index Generation Functions. ISMVL (2012)
Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu
Mining emerging patterns by streaming feature selection. KDD (2012)
Rosanne Vetro, Nurit Haspel, Dan A. Simovici
Characterizing Intermediate Conformations in Protein Conformational Space. CIBB (2012)
David Weisman, Dan A. Simovici
Several remarks on the metric space of genetic codes. Int. J. Data Min. Bioinform. 6 (1) (2012)
Dan A. Simovici, Paul Fomenky, Werner Kunz
Polarities, Axiallities and Marketability of Items. DaWaK (2012)
Selim Mimaroglu, A. Murat Yagci, Dan A. Simovici
Approximative distance computation by random hashing. J. Supercomput. 61 (3) (2012)
Saaid Baraty, Dan A. Simovici
Evaluating Bayesian Networks by Sampling with Simplified Assumptions. EGC (2012)
Siyi Liu, Wei Ding, Joseph Paul Cohen, Dan A. Simovici, Tomasz F. Stepinski
Bernoulli trials based feature selection for crater detection. GIS (2011)
Rosanne Vetro, Dan A. Simovici, Wei Ding
Entropy Quad-Trees for High Complexity Regions Detection. Int. J. Softw. Sci. Comput. Intell. 3 (1) (2011)
Mihaela Breaban, Henri Luchian, Dan A. Simovici
Entropic-Genetic Clustering. EGC (2011)
Saaid Baraty, Dan A. Simovici, Catalin Zara
The Impact of Triangular Inequality Violations on Medoid-Based Clustering. ISMIS (2011)
Dan A. Simovici
Entropies on Bounded Lattices. ISMVL (2011)
Dan A. Simovici, Dan Pletea, Rosanne Vetro
Information-Theoretical Mining of Determining Sets for Partially Defined Functions. ISMVL (2010)
Rosanne Vetro, Wei Ding, Dan A. Simovici
Mining for high complexity regions using entropy and box counting dimension quad-trees. IEEE ICCI (2010)
Rosanne Vetro, Dan A. Simovici
Entropic Quadtrees and Mining Mars Craters. ICDM (2010)
Saaid Baraty, Dan A. Simovici
Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score. FLAIRS Conference (2010)
Saaid Baraty, Dan A. Simovici
Edge Evaluation in Bayesian Network Structures. AusDM (2009)
Dan A. Simovici, Dan Pletea, Rosanne Vetro
Mining Determining Sets for Partially Defined Functions. ICDM (2009)
Selim Mimaroglu, Dan A. Simovici
Binary Sequences and Association Graphs for Fast Detection of Sequential Patterns. EGC (2009)
Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici
Scalable pattern mining with Bayesian networks as background knowledge. Data Min. Knowl. Discov. 18 (1) (2009)
Dan A. Simovici, Selim Mimaroglu
Mining Approximative Descriptions of Sets Using Rough Sets. ISMVL (2009)
Dan A. Simovici
Betweenness, Metrics and Entropies in Lattices. J. Multiple Valued Log. Soft Comput. 15 (4) (2009)
Dan A. Simovici
Betweenness, Metrics and Entropies in Lattices. ISMVL (2008)
Selim Mimaroglu, Dan A. Simovici
Approximate Computation of Object Distances by Locality-Sensitive Hashing. DMIN (2008)
Dan A. Simovici, Saaid Baraty
Structure Inference of Bayesian Networks from Data: A New Approach Based on Generalized Conditional Entropy. EGC (2008)
Swami Iyer, Dan A. Simovici
Structural Classification of XML Documents Using Multisets. Int. J. Artif. Intell. Tools 17 (5) (2008)
Dan A. Simovici
Metric-Entropy Pairs on Lattices. J. Univers. Comput. Sci. 13 (11) (2007)
Sylvain Mongy, Chabane Djeraba, Dan A. Simovici
On Clustering Users' Behaviors in Video Sessions. DMIN (2007)
Thierry Urruty, Fatima Belkouch, Chabane Djeraba, Dan A. Simovici
RPyR: Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires. INFORSID (2007)
Selim Mimaroglu, Dan A. Simovici
Clustering and Approximate Identification of Frequent Item Sets. FLAIRS Conference (2007)
Dan A. Simovici
On Generalized Entropy and Entropic Metrics. J. Multiple Valued Log. Soft Comput. 13 (4-6) (2007)
Dan A. Simovici
On the Axiomatization of Generalized Entropic Metrics. ISMVL (2007)
Swami Iyer, Dan A. Simovici
Multisets and Clustering XML Documents. ICTAI (1) (2007)
Thierry Urruty, Stanislas Lew, Nacim Ihaddadene, Dan A. Simovici
Detecting eye fixations by projection clustering. ACM Trans. Multim. Comput. Commun. Appl. 3 (4) (2007)
Thierry Urruty, Chabane Djeraba, Dan A. Simovici
Clustering by Random Projections. ICDM (2007)
Chabane Djeraba, Stanislas Lew, Dan A. Simovici, Sylvain Mongy, Nacim Ihaddadene
Eye/gaze tracking in web, image and video documents. ACM Multimedia (2006)
Alioune Ngom, Dan A. Simovici, Ivan Stojmenovic
Evolutionary Strategy for Learning Multiple-Valued Logic Functions. J. Multiple Valued Log. Soft Comput. 12 (5-6) (2006)
Sergiu Rudeanu, Dan A. Simovici
On the Ranges of Algebraic Functions on Lattices. Stud Logica 84 (3) (2006)
Sergiu Rudeanu, Dan A. Simovici
On the Ranges of Algebraic Functions in Lattices - A Preliminary Report. ISMVL (2006)
Dan A. Simovici, Szymon Jaroszewicz
A new metric splitting criterion for decision trees. Int. J. Parallel Emergent Distributed Syst. 21 (4) (2006)
Dan A. Simovici, Szymon Jaroszewicz
Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. PAKDD (2006)
Jesús S. Aguilar-Ruiz, Domingo S. Rodríguez, Dan A. Simovici
Biclustering of Gene Expression Data Based on Local Nearness. EGC (2006)
Richard Butterworth, Gregory Piatetsky-Shapiro, Dan A. Simovici
On Feature Selection through Clustering. ICDM (2005)
Dan A. Simovici, Natima Singla
Semi-supervised incremental clustering of categorical data. EGC (2005)
Ivo G. Rosenberg, Dan A. Simovici
An Abstract Axiomatization of the Notion of Entropy. ISMVL (2005)
Dan A. Simovici, Namita Singla, Michael Kuperberg
Metric Incremental Clustering of Nominal Data. ICDM (2004)
Szymon Jaroszewicz, Dan A. Simovici, Winston Patrick Kuo, Lucila Ohno-Machado
The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer. IEEE Trans. Biomed. Eng. 51 (7) (2004)
Dan A. Simovici, Szymon Jaroszewicz
A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. PAKDD (2004)
Sergiu Rudeanu, Dan A. Simovici
A Graph-Theoretical Approach to Boolean Interpolation of Non-Boolean Functions. ISMVL (2004)
Dan A. Simovici, Richard Butterworth
A metric approach to supervised discretization. EGC (2004)
Szymon Jaroszewicz, Dan A. Simovici, Ivo G. Rosenberg
Measures on Boolean polynomials and their applications in data mining. Discret. Appl. Math. 144 (1-2) (2004)
Richard Butterworth, Dan A. Simovici, Gustavo S. Santos, Lucila Ohno-Machado
A greedy algorithm for supervised discretization. J. Biomed. Informatics 37 (4) (2004)
Alioune Ngom, Dan A. Simovici, Ivan Stojmenovic
Evolutionary Strategy for Learning Multiple-Valued Logic Functions. ISMVL (2004)
Dan A. Simovici
Review of "The classical decision problem" by Egon Börger, Erich Grädel and Yuri Gurevich. Springer-Verlag 1997. SIGACT News 35 (1) (2004)
Szymon Jaroszewicz, Dan A. Simovici
Interestingness of frequent itemsets using Bayesian networks as background knowledge. KDD (2004)
Pedro Acevedo Contla, Ivo G. Rosenberg, Dan A. Simovici, Ivan Stojmenovic
Boolean Completeness in Multiple-Valued Set Logic. J. Multiple Valued Log. Soft Comput. 9 (3) (2003)
Dan A. Simovici, Szymon Jaroszewicz
Generalized Conditional Entropy and Decision Trees. EGC (2003)
Dan A. Simovici
Several Remarks on Non-Boolean Functions over Boolean Algebras. ISMVL (2003)
Dan A. Simovici, Ivan Stojmenovic
Editorial. J. Multiple Valued Log. Soft Comput. 9 (2) (2003)
Dan A. Simovici, Dana Cristofor, Laurentiu Cristofor
Impurity measures in databases. Acta Informatica 38 (5) (2002)
Dana Cristofor, Dan A. Simovici
Finding Median Partitions Using Information-Theoretical-Based Genetic Algorithms. J. Univers. Comput. Sci. 8 (2) (2002)
Laurentiu Cristofor, Dan A. Simovici
Generating an informative cover for association rules. ICDM (2002)
Ivo G. Rosenberg, Dan A. Simovici, Szymon Jaroszewicz
On Functions Defined on Free Boolean Algebras. ISMVL (2002)
Szymon Jaroszewicz, Dan A. Simovici
Pruning Redundant Association Rules Using Maximum Entropy Principle. PAKDD (2002)
Szymon Jaroszewicz, Dan A. Simovici
Support Approximations Using Bonferroni-Type Inequalities. PKDD (2002)
Dan A. Simovici, Dana Cristofor, Laurentiu Cristofor
Mining Purity Dependencies in Databases. EGC (2002)
Dan A. Simovici, Szymon Jaroszewicz
An axiomatization of partition entropy. IEEE Trans. Inf. Theory 48 (7) (2002)

Dan A. Simovici.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Dan A. Simovici