Dan A. Simovici - Publications

Affiliations: 
University of Massachusetts, Boston, Boston, MA 
Area:
Computer Science

85 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Zara C, Simovici DA. Tolerance distances on minimal coverings Proceedings of the International Symposium On Multiple-Valued Logic. 2016: 125-130. DOI: 10.1109/ISMVL.2016.13  1
2016 Hua K, Simovici DA. Long-lead term precipitation forecasting by Hierarchical Clustering-based Bayesian Structural Vector Autoregression Icnsc 2016 - 13th Ieee International Conference On Networking, Sensing and Control. DOI: 10.1109/ICNSC.2016.7479002  1
2016 Wang T, Chen P, Simovici D. A new evaluation measure using compression dissimilarity on text summarization Applied Intelligence. 1-8. DOI: 10.1007/S10489-015-0747-X  1
2016 Sizov RA, Simovici DA. On genetic algorithms for detecting frequent item sets and large bite sets Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9729: 435-445. DOI: 10.1007/978-3-319-41920-6_34  1
2015 Simovici DA. Several remarks on dissimilarities and ultrametrics Scientific Annals of Computer Science. 25: 155-170. DOI: 10.7561/SACS.2015.1.155  1
2015 Simovici DA, Chen P, Wang T, Pletea D. Compression and data mining Journal of Communications. 10: 677-684. DOI: 10.12720/Jcm.10.9.677-684  1
2015 Yu K, Ding W, Simovici DA, Wang H, Pei J, Wu X. Classification with streaming features: An emerging-pattern mining approach Acm Transactions On Knowledge Discovery From Data. 9. DOI: 10.1145/2700409  1
2015 Vetro R, Farhoodi R, Kotla R, Haspel N, Weisman D, Rosen J, Simovici D. TIDE: Inter-chromosomal translocation and insertion detection using embeddings Proceedings - 2014 Ieee International Conference On Big Data, Ieee Big Data 2014. 64-70. DOI: 10.1109/BigData.2014.7004395  1
2014 Simovici DA. Minability through compression Proceedings - 15th International Symposium On Symbolic and Numeric Algorithms For Scientific Computing, Synasc 2013. 32-36. DOI: 10.1109/SYNASC.2013.11  1
2014 Simovici DA. On submodular and supermodular functions on lattices and related structures Proceedings of the International Symposium On Multiple-Valued Logic. 202-207. DOI: 10.1109/ISMVL.2014.43  1
2013 Wang HC, Schotter ER, Angele B, Yang J, Simovici D, Pomplun M, Rayner K. Using singular value decomposition to investigate degraded Chinese character recognition: evidence from eye movements during reading. Journal of Research in Reading. 36: S35-S50. PMID 24829516 DOI: 10.1111/J.1467-9817.2013.01558.X  1
2013 Simovici DA. On the combinatorics of tolerance relations Proceedings of the International Symposium On Multiple-Valued Logic. 225-230. DOI: 10.1109/ISMVL.2013.47  1
2013 Vetro R, Haspel N, Simovici D. Characterizing intermediate conformations in protein conformational space Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7845: 70-80. DOI: 10.1007/978-3-642-38342-7_7  1
2012 Weisman D, Simovici DA. Several remarks on the metric space of genetic codes. International Journal of Data Mining and Bioinformatics. 6: 17-26. PMID 22479816 DOI: 10.1504/IJDMB.2012.045534  1
2012 Yu K, Ding W, Simovici DA, Wu X. Mining emerging patterns by streaming feature selection Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 60-68. DOI: 10.1145/2339530.2339544  1
2012 Simovici DA, Zimand M, Pletea D. Several remarks on index generation functions Proceedings of the International Symposium On Multiple-Valued Logic. 179-184. DOI: 10.1109/ISMVL.2012.17  1
2012 Mimaroglu S, Yagci M, Simovici DA. Approximative distance computation by random hashing Journal of Supercomputing. 61: 572-589. DOI: 10.1007/S11227-011-0618-0  1
2012 Simovici DA, Fomenky P, Kunz W. Polarities, axiallities and marketability of items Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7448: 243-252. DOI: 10.1007/978-3-642-32584-7_20  1
2012 Lo HZ, Simovici DA, Ding W. Several remarks on mining frequent trajectories in graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7345: 78-87. DOI: 10.1007/978-3-642-31087-4_9  1
2012 Baraty S, Simovici DA. Evaluating Bayesian networks by sampling with simplified assumptions Revue Des Nouvelles Technologies De L'Information. 11-16.  1
2012 Simovici DA, Pletea D, Vetro R. Learning determining sets of finite partially defined functions Journal of Multiple-Valued Logic and Soft Computing. 19: 233-250.  1
2011 Simovici DA. Entropies on bounded lattices Proceedings - 41st Ieee International Symposium On Multiple-Valued Logic, Ismvl 2011. 307-312. DOI: 10.1109/ISMVL.2011.18  1
2011 Baraty S, Simovici DA, Zara C. The impact of triangular inequality violations on medoid-based clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6804: 280-289. DOI: 10.1007/978-3-642-21916-0_31  1
2011 Breaban M, Luchian H, Simovici DA. Entropic-genetic clustering Extraction Et Gestion Des Connaissances, Egc 2011. 71-76.  1
2010 Simovici DA, Pletea D, Vetro R. Information-theoretical mining of determining sets for partially defined functions Proceedings of the International Symposium On Multiple-Valued Logic. 294-299. DOI: 10.1109/ISMVL.2010.61  1
2010 Vetro R, Ding W, Simovici DA. Mining for high complexity regions using entropy and box counting dimension quad-trees Proceedings of the 9th Ieee International Conference On Cognitive Informatics, Icci 2010. 168-173. DOI: 10.1109/COGINF.2010.5599745  1
2010 Vetro R, Simovici DA. Entropic quadtrees and mining mars craters Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6171: 210-221. DOI: 10.1007/978-3-642-14400-4_17  1
2010 Baraty S, Simovici DA. Large data sets, conditional entropy and the Cooper-Herskovitz Bayesian score Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, Flairs-23. 386-391.  1
2009 Simovici DA, Mimaroglu S. Mining approximative descriptions of sets using rough sets Proceedings of the International Symposium On Multiple-Valued Logic. 66-71. DOI: 10.1109/ISMVL.2009.18  1
2009 Simovici DA. Betweenness, metrics and entropies in lattices Journal of Multiple-Valued Logic and Soft Computing. 15: 409-420. DOI: 10.1109/ISMVL.2008.21  1
2009 Jaroszewicz S, Scheffer T, Simovici DA. Scalable pattern mining with Bayesian networks as background knowledge Data Mining and Knowledge Discovery. 18: 56-100. DOI: 10.1007/S10618-008-0102-5  1
2009 Simovici DA, Pletea D, Vetro R. Mining determining sets for partially defined functions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5633: 353-360. DOI: 10.1007/978-3-642-03067-3_28  1
2009 Mimaroglu S, Simovici DA. Binary sequences and association graphs for fast detection of sequential patterns Extraction Et Gestion Des Connaissances, Egc 2009. 355-360.  1
2009 Baraty S, Simovici DA. Edge evaluation in Bayesian network structures Conferences in Research and Practice in Information Technology Series. 101: 193-202.  1
2008 Iyer S, Simovici DA. Structural classification of XML documents using multisets International Journal On Artificial Intelligence Tools. 17: 1003-1022. DOI: 10.1142/S0218213008004266  1
2008 Mimaroglu S, Simovici DA. Approximate computation of object distances by locality-sensitive hashing Proceedings of the 2008 International Conference On Data Mining, Dmin 2008. 714-718.  1
2007 Simovici DA. Metric methods in data mining Data Mining Patterns: New Methods and Applications. 1-31. DOI: 10.4018/978-1-59904-162-9.ch001  1
2007 Urruty T, Lew S, Ihadaddene N, Simovici DA. Detecting eye fixations by projection clustering Acm Transactions On Multimedia Computing, Communications and Applications. 3. DOI: 10.1145/1314303.1314308  1
2007 Simovici DA. On the axiomatization of generalized entropie metrics Proceedings of the International Symposium On Multiple-Valued Logic. DOI: 10.1109/ISMVL.2007.40  1
2007 Iyer S, Simovici DA. Multisets and clustering XML documents Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 1: 267-274. DOI: 10.1109/ICTAI.2007.18  1
2007 Mimaroglu S, Simovici DA. Bit sequences and biclusterieg of text documents Proceedings - Ieee International Conference On Data Mining, Icdm. 51-56. DOI: 10.1109/ICDMW.2007.38  1
2007 Simovici DA. Data Mining Algorithms II: Frequent Item Sets Handbook of Applied Algorithms: Solving Scientific, Engineering and Practical Problems. 219-239. DOI: 10.1002/9780470175668.ch7  1
2007 Simovici DA. Data Mining Algorithms I: Clustering Handbook of Applied Algorithms: Solving Scientific, Engineering and Practical Problems. 177-217. DOI: 10.1002/9780470175668.ch6  1
2007 Mimaroglu S, Simovici DA. Clustering and approximate identification of frequent item sets Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, Flairs 2007. 502-506.  1
2007 Urruty T, Djeraba C, Simovici DA. Clustering by random projections Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4597: 107-119.  1
2007 Urruty T, Belkouch F, Djeraba C, Simovici DA. RPyR: New indexing structure with random projection clustering Xxveme Congres Inforsid 2007 - Informatique Des Organisations Et Systemes D'Information Et De Decision 1
2006 Rudeanu S, Simovici DA. On the ranges of algebraic functions in lattices - A preliminary report Proceedings of the International Symposium On Multiple-Valued Logic. 7. DOI: 10.1109/ISMVL.2006.32  1
2006 Simovici DA, Jaroszewicz S. A new metric splitting criterion for decision trees International Journal of Parallel, Emergent and Distributed Systems. 21: 239-256. DOI: 10.1080/17445760600567883  1
2006 Rudeanu S, Simovici DA. On the ranges of algebraic functions on lattices Studia Logica. 84: 451-468. DOI: 10.1007/S11225-006-9017-6  1
2006 Simovici DA, Jaroszewicz S. Generalized conditional entropy and a metric splitting criterion for decision trees Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3918: 35-44. DOI: 10.1007/11731139_7  1
2006 Aguilar-Ruiz JS, Rodriguez DS, Simovici DA. Biclustering of gene expression data based on local nearness Extraction Et Gestion Des Connaissances, Egc 2006. 681-692.  1
2005 Butterworth R, Piatetsky-Shapiro G, Simovici DA. On feature selection through clustering Proceedings - Ieee International Conference On Data Mining, Icdm. 581-584. DOI: 10.1109/ICDM.2005.106  1
2005 Rosenberg IG, Simovici DA. An abstract axiomatization of the notion of entropy Proceedings of the International Symposium On Multiple-Valued Logic. 8-13.  1
2004 Butterworth R, Simovici DA, Santos GS, Ohno-Machado L. A greedy algorithm for supervised discretization. Journal of Biomedical Informatics. 37: 285-92. PMID 15465481 DOI: 10.1016/J.Jbi.2004.07.006  1
2004 Jaroszewicz S, Simovici DA, Kuo WP, Ohno-Machado L. The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer. Ieee Transactions On Bio-Medical Engineering. 51: 1095-102. PMID 15248526 DOI: 10.1109/Tbme.2004.827267  1
2004 Simovici D, Singla N, Kuperberg M. Metric incremental clustering of nominal data Proceedings - Fourth Ieee International Conference On Data Mining, Icdm 2004. 523-526. DOI: 10.1109/ICDM.2004.10005  1
2004 Jaroszewicz S, Simovici DA, Rosenberg I. Measures on Boolean polynomials and their applications in data mining Discrete Applied Mathematics. 144: 123-139. DOI: 10.1016/J.Dam.2004.06.007  1
2004 Ngom A, Simovici DA, Stojmenović I. Evolutionary strategy for learning multiple-valued logic functions Proceedings of the International Symposium On Multiple-Valued Logic. 154-160.  1
2004 Ngom A, Simovici DA, Stojmenović I. Evolutionary strategy for learning multiple-valued logic functions Proceedings of the International Symposium On Multiple-Valued Logic. 154-160.  1
2004 Jaroszewicz S, Simovici DA. Interestingness of frequent itemsets using Bayesian networks as background knowledge Kdd-2004 - Proceedings of the Tenth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 178-186.  1
2004 Simovici DA, Jaroszewicz S. A metric approach to building decision trees based on Goodman-Kruskal association index Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3056: 181-190.  1
2004 Rudeanu S, Simovici DA. A graph-theoretical approach to Boolean interpolation of non-Boolean functions Proceedings of the International Symposium On Multiple-Valued Logic. 245-250.  1
2003 Simovici DA. Several remarks on non-Boolean functions over Boolean algebras Proceedings of the International Symposium On Multiple-Valued Logic. 163-168.  1
2003 Contla PA, Rosenberg IG, Simovici DA, Stojmenovic I. Boolean completeness in multiple-valued set logic Journal of Multiple-Valued Logic and Soft Computing. 9: 257-272.  1
2003 Simovici DA, Jaroszewicz S. Generalized conditional entropy and decision trees Revue D'Intelligence Artificielle. 17.  1
2002 Simovici DA, Jaroszewicz S. An axiomatization of partition entropy Ieee Transactions On Information Theory. 48: 2138-2142. DOI: 10.1109/Tit.2002.1013159  1
2002 Simovici DA, Cristofor D, Cristofor L. Impurity measures in databases Acta Informatica. 38: 307-324. DOI: 10.1007/S002360100078  1
2002 Rosenberg I, Simovici DA, Jaroszewicz S. On functions defined on free Boolean algebras Proceedings of the International Symposium On Multiple-Valued Logic. 192-199.  1
2002 Jaroszewicz S, Simovici DA. Pruning redundant association rules using maximum entropy principle Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2336: 135-147.  1
2002 Jaroszewicz S, Simovici DA. Support approximations using Bonferroni-type inequalities Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2431: 212-224.  1
2001 Jaroszewicz S, Simovici DA. A general measure of rule interestingness Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2168: 253-265.  1
2001 Simovici DA, Jaroszewicz S. An axiomatization of generalized entropy of partitions Proceedings of the International Symposium On Multiple-Valued Logic. 259-264.  1
2000 Ngom A, Reischer C, Simovici DA, Stojmenovic I. Learning with permutably homogeneous multiple-valued multiple-threshold perceptrons Neural Processing Letters. 12: 71-90. DOI: 10.1023/A:1009673915255  1
2000 Simovici DA, Cristofor D, Cristofor L. Generalized entropy and projection clustering of categorical data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1910: 619-625.  1
2000 Cristofor D, Cristofor L, Simovici DA. Galois connections and data mining Journal of Universal Computer Science. 6: 60-73.  1
1999 Ginsburg S, Shu NC, Simovici DA. Automatic data restructuring Journal of Universal Computer Science. 5: 243-286.  1
1997 Reischer C, Simovici DA, Stojmenovic I, Tosic R. A characterization of Boolean collections of set-valued functions Information Sciences. 99: 195-204. DOI: 10.1016/S0020-0255(96)00213-7  1
1996 Baclawski K, Simovici DA. A characterization of the information content of a classification Information Processing Letters. 57: 211-214. DOI: 10.1016/0020-0190(96)00003-8  1
1992 Baclawski K, Simovici DA. An algebraic approach to databases with complex objects Information Systems. 17: 33-47. DOI: 10.1016/0306-4379(92)90004-7  1
1989 Simovici DA, Stefanescu DC. Formal semantics for database schemas Information Systems. 14: 65-77. DOI: 10.1016/0306-4379(89)90025-2  1
1989 Simovici DA, Reischer C. An algebraic point of view of the data structures of database systems Discrete Applied Mathematics. 24: 247-260. DOI: 10.1016/0166-218X(92)90289-M  1
1987 Jurgensen H, Simovici DA. Towards an abstract theory of dependency constraints in relational databases Information Sciences. 41: 43-60. DOI: 10.1016/0020-0255(87)90004-1  1
1986 Reischer C, Simovici DA. Iteration Properties of Multivalued Switching Functions Ieee Transactions On Computers. 173-178. DOI: 10.1109/TC.1986.1676737  1
1984 Reischer C, Simovici DA. Graph Functions of Boolean Functions Ieee Transactions On Computers. 97-99. DOI: 10.1109/Tc.1984.5009317  1
1979 Simovici DA, Grigoras G. Even initial feedback vertex set problem is NP-complete Information Processing Letters. 8: 64-66. DOI: 10.1016/0020-0190(79)90144-3  1
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