-
1
-
-
33745891586
-
-
ser. Studies in Fuzziness and Soft Computing. Springer
-
I. Guyon, S. Gunn, M. Nikravesh, and L. A. Zadeh, Eds., Feature Extraction: Foundations and Applications, ser. Studies in Fuzziness and Soft Computing. Springer, 2006, vol. 207.
-
(2006)
Feature Extraction: Foundations and Applications
, vol.207
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.A.4
-
4
-
-
0037332841
-
Rough set methods in feature selection and recognition
-
R. W. Swiniarski and A. Skowron, "Rough Set Methods in Feature Selection and Recognition," Pattern Recognition Letters, vol. 24, no. 6, pp. 833-849, 2003.
-
(2003)
Pattern Recognition Letters
, vol.24
, Issue.6
, pp. 833-849
-
-
Swiniarski, R.W.1
Skowron, A.2
-
5
-
-
33746218561
-
Leukemia prediction from gene expression data-A rough set approach
-
ser. LNCS. Springer
-
J. Fang and J. W. Grzymaa-Busse, "Leukemia Prediction from Gene Expression Data-A Rough Set Approach," in ICAISC, ser. LNCS, vol. 4029. Springer, 2006, pp. 899-908.
-
(2006)
ICAISC
, vol.4029
, pp. 899-908
-
-
Fang, J.1
Grzymaa-Busse, J.W.2
-
6
-
-
0036874602
-
Learning rough set classifiers from gene expressions and clinical data
-
H. Midelfart, H. J. Komorowski, K. Nørsett, F. Yadetie, A. K. Sandvik, and A. Lægreid, "Learning Rough Set Classifiers from Gene Expressions and Clinical Data," Fundamenta Informaticae, vol. 53, no. 2, pp. 155-183, 2002.
-
(2002)
Fundamenta Informaticae
, vol.53
, Issue.2
, pp. 155-183
-
-
Midelfart, H.1
Komorowski, H.J.2
Nørsett, K.3
Yadetie, F.4
Sandvik, A.K.5
Lægreid, A.6
-
7
-
-
80054089341
-
Applications of approximate reducts to the feature selection problem
-
ser. LNCS. Springer
-
A. Janusz and S. Stawicki, "Applications of Approximate Reducts to the Feature Selection Problem," in RSKT, ser. LNCS, vol. 6954. Springer, 2011, pp. 45-50.
-
(2011)
RSKT
, vol.6954
, pp. 45-50
-
-
Janusz, A.1
Stawicki, S.2
-
8
-
-
37349071519
-
Roughfication of numeric decision tables: The case study of gene expression data
-
ser. Lecture Notes in Computer Science, J. Yao, P. Lingras, W.-Z. Wu, M. S. Szczuka, N. Cercone, and D. Slezak, Eds. Springer
-
D. Slezak and J. Wróblewski, "Roughfication of Numeric Decision Tables: The Case Study of Gene Expression Data," in Rough Sets and Knowledge Technology, Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, Proceedings, ser. Lecture Notes in Computer Science, J. Yao, P. Lingras, W.-Z. Wu, M. S. Szczuka, N. Cercone, and D. Slezak, Eds., vol. 4481. Springer, 2007, pp. 316-323.
-
(2007)
Rough Sets and Knowledge Technology, Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, Proceedings
, vol.4481
, pp. 316-323
-
-
Slezak, D.1
Wróblewski, J.2
-
9
-
-
33144473447
-
Interactive gene clustering-A case study of breast cancer microarray data
-
A. Gruzdz, A. Ihnatowicz, and D. Slezak, "Interactive Gene Clustering-A Case Study of Breast Cancer Microarray Data," Information Systems Frontiers, vol. 8, no. 1, pp. 21-27, 2006.
-
(2006)
Information Systems Frontiers
, vol.8
, Issue.1
, pp. 21-27
-
-
Gruzdz, A.1
Ihnatowicz, A.2
Slezak, D.3
-
10
-
-
49349099447
-
Rough sets and few-objects-many-attributes problem: The case study of analysis of gene expression data sets
-
D. Slezak, "Rough Sets and Few-Objects-Many-Attributes Problem: The Case Study of Analysis of Gene Expression Data Sets," in FBIT. IEEE, 2007, pp. 437-442.
-
(2007)
FBIT. IEEE
, pp. 437-442
-
-
Slezak, D.1
-
11
-
-
84947058196
-
JRS'2012 data mining competition: Topical classification of biomedical research papers
-
ser. LNAI, J.T. Yao et al., Ed. Springer, Heidelberg
-
A. Janusz, H. S. Nguyen, D. Slezak, S. Stawicki, and A. Krasuski, "JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers," in Proceedings of the 8th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2012), Chengdu, China, August 17-20, 2012, ser. LNAI, J.T. Yao et al., Ed., vol. 7413. Springer, Heidelberg, 2012, pp. 156-165.
-
(2012)
Proceedings of the 8th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2012), Chengdu, China, August 17-20, 2012
, vol.7413
, pp. 156-165
-
-
Janusz, A.1
Nguyen, H.S.2
Slezak, D.3
Stawicki, S.4
Krasuski, A.5
-
12
-
-
84858018638
-
Extended document representation for search result clustering
-
ser. Studies in Computational Intelligence, R. Bembenik, L. Skonieczny, H. Rybinski, and M. Niezgodka, Eds. Springer Berlin/Heidelberg
-
S. Nguyen, W.Swieboda, and G. Jaskiewicz, "Extended Document Representation for Search Result Clustering," in Intelligent Tools for Building a Scientific Information Platform, ser. Studies in Computational Intelligence, R. Bembenik, L. Skonieczny, H. Rybinski, and M. Niezgodka, Eds. Springer Berlin/Heidelberg, 2012, vol. 390, pp. 77-95.
-
(2012)
Intelligent Tools for Building A Scientific Information Platform
, vol.390
, pp. 77-95
-
-
Nguyen, S.1
Swieboda, W.2
Jaskiewicz, G.3
-
13
-
-
0036948613
-
Approximate entropy reducts
-
D. Slezak, "Approximate Entropy Reducts," Fundamenta Informaticae, vol. 53, no. 3-4, pp. 365-390, 2002.
-
(2002)
Fundamenta Informaticae
, vol.53
, Issue.3-4
, pp. 365-390
-
-
Slezak, D.1
-
14
-
-
70349816400
-
Rough sets and functional dependencies in data: Foundations of association reducts
-
D. Slezak, "Rough Sets and Functional Dependencies in Data: Foundations of Association Reducts," LNCS Transactions on Computational Science V, vol. 5540, pp. 182-205, 2009.
-
(2009)
LNCS Transactions on Computational Science v
, vol.5540
, pp. 182-205
-
-
Slezak, D.1
-
15
-
-
0038404485
-
Rough set algorithms in classification problem
-
ser. Studies in Fuzziness and Soft Computing, L. Polkowski, S. Tsumoto, and T. Y. Lin, Eds. Physica-Verlag
-
J. G. Bazan, H. S. Nguyen, S. H. Nguyen, P. Synak, and J. Wróblewski, "Rough Set Algorithms in Classification Problem," in Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems, ser. Studies in Fuzziness and Soft Computing, L. Polkowski, S. Tsumoto, and T. Y. Lin, Eds. Physica-Verlag, 2000, vol. 56, pp. 49-88.
-
(2000)
Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems
, vol.56
, pp. 49-88
-
-
Bazan, J.G.1
Nguyen, H.S.2
Nguyen, S.H.3
Synak, P.4
Wróblewski, J.5
-
16
-
-
37349000869
-
Approximate boolean reasoning: Foundations and applications in data mining
-
H. S. Nguyen, "Approximate Boolean Reasoning: Foundations and Applications in Data Mining," LNCS Transactions on Rough Sets V, vol. 4100, pp. 334-506, 2006.
-
(2006)
LNCS Transactions on Rough Sets v
, vol.4100
, pp. 334-506
-
-
Nguyen, H.S.1
-
17
-
-
0035429376
-
Ensembles of classifiers based on approximate reducts
-
J. Wróblewski, "Ensembles of Classifiers Based on Approximate Reducts," Fundamenta Informaticae, vol. 47, no. 3-4, pp. 351-360, 2001.
-
(2001)
Fundamenta Informaticae
, vol.47
, Issue.3-4
, pp. 351-360
-
-
Wróblewski, J.1
-
19
-
-
33744937046
-
Machine learning for detecting gene-gene interactions: A review
-
B. A. Mckinney, D. M. Reif, M. D. Ritchie, and J. H. Moore, "Machine Learning for Detecting Gene-Gene Interactions: A Review," Applied Bioinformatics, vol. 5, no. 2, pp. 77-88, 2006.
-
(2006)
Applied Bioinformatics
, vol.5
, Issue.2
, pp. 77-88
-
-
McKinney, B.A.1
Reif, D.M.2
Ritchie, M.D.3
Moore, J.H.4
-
20
-
-
77949507309
-
Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
-
T. Abeel, T. Helleputte, Y. V. de Peer, P. Dupont, and Y. Saeys, "Robust Biomarker Identification for Cancer Diagnosis with Ensemble Feature Selection Methods," Bioinformatics, vol. 26, no. 3, pp. 392-398, 2010.
-
(2010)
Bioinformatics
, vol.26
, Issue.3
, pp. 392-398
-
-
Abeel, T.1
Helleputte, T.2
De Peer, Y.V.3
Dupont, P.4
Saeys, Y.5
-
21
-
-
84893405732
-
Data clustering: A review
-
A. K. Jain, M. N. Murty, and P. J. Flynn, "Data Clustering: A Review," ACM Computing Surveys, vol. 31, no. 3, pp. 264-323, 1999.
-
(1999)
ACM Computing Surveys
, vol.31
, Issue.3
, pp. 264-323
-
-
Jain, A.K.1
Murty, M.N.2
Flynn, P.J.3
-
23
-
-
79956285071
-
RSCTC'2010 discovery challenge: Mining dna microarray data for medical diagnosis and treatment
-
ser. LNCS. Springer
-
M. Wojnarski, A. Janusz, H. S. Nguyen, J. G. Bazan, C. Luo, Z. Chen, F. Hu, G. Wang, L. Guan, and H. Luo, "RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment," in RSCTC, ser. LNCS, vol. 6086. Springer, 2010, pp. 4-19.
-
(2010)
RSCTC
, vol.6086
, pp. 4-19
-
-
Wojnarski, M.1
Janusz, A.2
Nguyen, H.S.3
Bazan, J.G.4
Luo, C.5
Chen, Z.6
Hu, F.7
Wang, G.8
Guan, L.9
Luo, H.10
-
24
-
-
58149204055
-
Arrayexpress update-from an archive of functional genomics experiments to the atlas of gene expression
-
H. E. Parkinson, M. Kapushesky, N. Kolesnikov, G. Rustici, M. Shojatalab, N. Abeygunawardena, H. Berube, M. Dylag, I. Emam, A. Farne, E. Holloway, M. Lukk, J. Malone, R. Mani, E. Pilicheva, T. F. Rayner, F. I. Rezwan, A. Sharma, E. Williams, X. Z. Bradley, T. Adamusiak, M. Brandizi, T. Burdett, R. Coulson, M. Krestyaninova, P. Kurnosov, E. Maguire, S. G. Neogi, P. Rocca-Serra, S.-A. Sansone, N. Sklyar, M. Zhao, U. Sarkans, and A. Brazma, "ArrayExpress Update-From an Archive of Functional Genomics Experiments to the Atlas of Gene Expression," Nucleic Acids Research, vol. 37, no. Database-Issue, pp. 868-872, 2009.
-
(2009)
Nucleic Acids Research
, vol.37
, pp. 868-872
-
-
Parkinson, H.E.1
Kapushesky, M.2
Kolesnikov, N.3
Rustici, G.4
Shojatalab, M.5
Abeygunawardena, N.6
Berube, H.7
Dylag, M.8
Emam, I.9
Farne, A.10
Holloway, E.11
Lukk, M.12
Malone, J.13
Mani, R.14
Pilicheva, E.15
Rayner, T.F.16
Rezwan, F.I.17
Sharma, A.18
Williams, E.19
Bradley, X.Z.20
Adamusiak, T.21
Brandizi, M.22
Burdett, T.23
Coulson, R.24
Krestyaninova, M.25
Kurnosov, P.26
Maguire, E.27
Neogi, S.G.28
Rocca-Serra, P.29
Sansone, S.-A.30
Sklyar, N.31
Zhao, M.32
Sarkans, U.33
Brazma, A.34
more..
-
25
-
-
68849126540
-
New approaches to fuzzy-rough feature selection
-
R. Jensen and Q. Shen, "New Approaches to Fuzzy-Rough Feature Selection," IEEE Transactions on Fuzzy Systems, vol. 17, no. 4, pp. 824-838, 2009.
-
(2009)
IEEE Transactions on Fuzzy Systems
, vol.17
, Issue.4
, pp. 824-838
-
-
Jensen, R.1
Shen, Q.2
-
26
-
-
38049040892
-
Dominance-based rough set approach to reasoning about ordinal data
-
ser. LNCS. Springer
-
R. Sowinski, S. Greco, and B. Matarazzo, "Dominance-Based Rough Set Approach to Reasoning About Ordinal Data," in RSEISP, ser. LNCS, vol. 4585. Springer, 2007, pp. 5-11.
-
(2007)
RSEISP
, vol.4585
, pp. 5-11
-
-
Sowinski, R.1
Greco, S.2
Matarazzo, B.3
-
27
-
-
5344244656
-
-
R Development Core Team., R Foundation for Statistical Computing, Vienna, Austria
-
R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, 2008. [Online]. Available: http://www.R-project.org
-
(2008)
R: A Language and Environment for Statistical Computing
-
-
-
28
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Dem̂ar, "Statistical Comparisons of Classifiers over Multiple Data Sets," Journal of Machine Learning Research, vol. 7, pp. 1-30, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Dem̂ar, J.1
-
29
-
-
84865712771
-
Dynamic rule-based similarity model for dna microarray data
-
A. Janusz, "Dynamic Rule-based Similarity Model for DNA Microarray Data," LNCS Transactions on Rough Sets XV, vol. 7255, pp. 1-25, 2012.
-
(2012)
LNCS Transactions on Rough Sets XV
, vol.7255
, pp. 1-25
-
-
Janusz, A.1
-
30
-
-
85032194969
-
Rough set based decision support-models easy to interpret
-
G. Peters, P. Lingras, D. Slezak, and Y. Yao, Eds. Springer
-
S. Widz and D. Slezak, "Rough Set Based Decision Support-Models Easy to Interpret," in Selected Methods and Applications of Rough Sets in Management and Engineering, ser. Advanced Information and Knowledge Processing, G. Peters, P. Lingras, D. Slezak, and Y. Yao, Eds. Springer, 2012, pp. 95-112.
-
(2012)
Selected Methods and Applications of Rough Sets in Management and Engineering, Ser. Advanced Information and Knowledge Processing
, pp. 95-112
-
-
Widz, S.1
Slezak, D.2
-
31
-
-
18344396568
-
Minimum information about a microarray experiment (miame)-toward standards for microarray data
-
A. Brazma, P. Hingamp, J. Quackenbush, G. Sherlock, P. Spellman, C. Stoeckert, J. Aach, W. Ansorge, C. A. Ball, H. C. Causton, T. Gaasterland, P. Glenisson, F. C. Holstege, I. F. Kim, V. Markowitz, J. C. Matese, H. Parkinson, A. Robinson, U. Sarkans, S. Schulze-Kremer, J. Stewart, R. Taylor, J. Vilo, and M. Vingron, "Minimum Information About a Microarray Experiment (MIAME)-Toward Standards for Microarray Data," Nature Genetics, vol. 29, no. 4, pp. 365-371, 2001.
-
(2001)
Nature Genetics
, vol.29
, Issue.4
, pp. 365-371
-
-
Brazma, A.1
Hingamp, P.2
Quackenbush, J.3
Sherlock, G.4
Spellman, P.5
Stoeckert, C.6
Aach, J.7
Ansorge, W.8
Ball, C.A.9
Causton, H.C.10
Gaasterland, T.11
Glenisson, P.12
Holstege, F.C.13
Kim, I.F.14
Markowitz, V.15
Matese, J.C.16
Parkinson, H.17
Robinson, A.18
Sarkans, U.19
Schulze-Kremer, S.20
Stewart, J.21
Taylor, R.22
Vilo, J.23
Vingron, M.24
more..
-
33
-
-
84872512533
-
SONCA: Scalable semantic processing of rapidly growing document stores
-
M. Grzegorowski, P. W. Pardel, S. Stawicki, and K. Stencel, "SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores," in New Trends in Databases and Information Systems, ser. Advances in Intelligent Systems and Computing, M. Pechenizkiy and M. Wojciechowski, Eds. Springer Berlin Heidelberg, 2013, vol. 185, pp. 89-98.
-
New Trends in Databases and Information Systems, Ser. Advances in Intelligent Systems and Computing, M. Pechenizkiy and M. Wojciechowski, Eds. Springer Berlin Heidelberg, 2013
, vol.185
, pp. 89-98
-
-
Grzegorowski, M.1
Pardel, P.W.2
Stawicki, S.3
Stencel, K.4
-
34
-
-
84872508360
-
(No)SQL platform for scalable semantic processing of fast growing document repositories
-
D. Slezak, K. Stencel, and H. S. Nguyen, "(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories," ERCIM News, no. 90, 2012.
-
(2012)
ERCIM News
, Issue.90
-
-
Slezak, D.1
Stencel, K.2
Nguyen, H.S.3
-
35
-
-
82155191386
-
Semantic analytics of pubmed content
-
ser. LNCS. Springer
-
D. Slezak, A. Janusz, W.Swieboda, H. S. Nguyen, J. G. Bazan, and A. Skowron, "Semantic Analytics of PubMed Content," in USAB, ser. LNCS, vol. 7058. Springer, 2011, pp. 63-74.
-
(2011)
USAB
, vol.7058
, pp. 63-63
-
-
Slezak, D.1
Janusz, A.2
Swieboda, W.3
Nguyen, H.S.4
Bazan, J.G.5
Skowron, A.6
|