-
1
-
-
33645613422
-
Bioinformatics: Transforming biomedical research and medical care
-
C.A. Stewart Bioinformatics: transforming biomedical research and medical care Commun ACM 47 2005 31 33
-
(2005)
Commun ACM
, vol.47
, pp. 31-33
-
-
Stewart, C.A.1
-
3
-
-
33645626995
-
-
AutoClass: http://ic.arc.nasa.gov/projects/bayes-group/autoclass/ (last accessed: 1 September 2004).
-
-
-
-
7
-
-
5344247436
-
Supervised analysis when the number of candidate features (p) greatly exceeds the number of cases (n)
-
R. Simon Supervised analysis when the number of candidate features (p) greatly exceeds the number of cases (n) SIGKDD Explorations 5 2003 31 36
-
(2003)
SIGKDD Explorations
, vol.5
, pp. 31-36
-
-
Simon, R.1
-
8
-
-
0031257480
-
Fuzzy clustering with partial supervision
-
W. Pedrycz, and J. Waletzky Fuzzy clustering with partial supervision IEEE Trans SMC Part B 27 1997 787 795
-
(1997)
IEEE Trans SMC Part B
, vol.27
, pp. 787-795
-
-
Pedrycz, W.1
Waletzky, J.2
-
9
-
-
84899006908
-
Learning with local and global consistency
-
S. Thrun L. Saul B. Schölkopf MIT Press Cambridge, MA
-
D. Zhou, O. Bousquet, T.N. Lal, J. Weston, and B. Schölkopf Learning with local and global consistency S. Thrun L. Saul B. Schölkopf Advances in neural information processing systems vol. 16 2004 MIT Press Cambridge, MA 321 328
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
, pp. 321-328
-
-
Zhou, D.1
Bousquet, O.2
Lal, T.N.3
Weston, J.4
Schölkopf, B.5
-
13
-
-
0032689188
-
Solving graph algorithms with networks of spiking neurons
-
D.M. Sala, and K.J. Cios Solving graph algorithms with networks of spiking neurons IEEE Trans Neural Netw 10 1999 953 957
-
(1999)
IEEE Trans Neural Netw
, vol.10
, pp. 953-957
-
-
Sala, D.M.1
Cios, K.J.2
-
14
-
-
10944224234
-
Self-organization in networks of spiking neurons
-
D.M. Sala, and K.J. Cios Self-organization in networks of spiking neurons Aust J Intell Inf Process Syst 5 1998 161 170
-
(1998)
Aust J Intell Inf Process Syst
, vol.5
, pp. 161-170
-
-
Sala, D.M.1
Cios, K.J.2
-
17
-
-
33144472284
-
New synaptic plasticity rule for networks of spiking neurons
-
in press.
-
Swiercz W, Cios KJ, Staley K, Kurgan L, Accurso F, Sagel S. New synaptic plasticity rule for networks of spiking neurons. IEEE Trans Neural Netw, in press.
-
IEEE Trans Neural Netw
-
-
Swiercz, W.1
Cios, K.J.2
Staley, K.3
Kurgan, L.4
Accurso, F.5
Sagel, S.6
-
19
-
-
0034235077
-
Diagnosing myocardial perfusion SPECT bull's-eye maps - A knowledge discovery approach
-
K.J. Cios, A. Teresinska, S. Konieczna, J. Potocka, and S. Sharma Diagnosing myocardial perfusion SPECT bull's-eye maps - a knowledge discovery approach IEEE Eng Med Biol Mag 19 4 2000 17 25
-
(2000)
IEEE Eng Med Biol Mag
, vol.19
, Issue.4
, pp. 17-25
-
-
Cios, K.J.1
Teresinska, A.2
Konieczna, S.3
Potocka, J.4
Sharma, S.5
-
20
-
-
34548765630
-
Visual data mining using monotone Boolean functions
-
B. Kovalerchuk J. Schwing Springer Dordrecht
-
B. Kovalerchuk, and F. Delizy Visual data mining using monotone Boolean functions B. Kovalerchuk J. Schwing Visual and spatial analysis 2004 Springer Dordrecht [chapter 16]
-
(2004)
Visual and Spatial Analysis
-
-
Kovalerchuk, B.1
Delizy, F.2
-
21
-
-
33645620196
-
Visual data mining with simultaneous rescaling
-
B. Kovalerchuk J. Schwing Springer Dordrecht
-
E. Vitayev, and B. Kovalerchuk Visual data mining with simultaneous rescaling B. Kovalerchuk J. Schwing Visual and spatial analysis 2004 Springer Dordrecht [chapter 15]
-
(2004)
Visual and Spatial Analysis
-
-
Vitayev, E.1
Kovalerchuk, B.2
-
22
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T.R. Golub, D.K. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, and J.P. Mesirov Molecular classification of cancer: class discovery and class prediction by gene expression monitoring Science 286 1999 531 537
-
(1999)
Science
, vol.286
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Mesirov, J.P.6
-
23
-
-
0034602774
-
Knowledge-based analysis of microarray gene expression data by using support vector machines
-
M.P.S. Brown, W.N. Grundy, D. Lin, N. Cristianini, C.W. Sugnet, and T.S. Furey Knowledge-based analysis of microarray gene expression data by using support vector machines Proc Natl Acad Sci USA 97 2000 262 267
-
(2000)
Proc Natl Acad Sci USA
, vol.97
, pp. 262-267
-
-
Brown, M.P.S.1
Grundy, W.N.2
Lin, D.3
Cristianini, N.4
Sugnet, C.W.5
Furey, T.S.6
-
24
-
-
0036500834
-
Reverse engineering of biological complexity
-
M.E. Csete, and J.C. Doyle Reverse engineering of biological complexity Science 295 2002 1664 1669
-
(2002)
Science
, vol.295
, pp. 1664-1669
-
-
Csete, M.E.1
Doyle, J.C.2
-
25
-
-
0036500993
-
Systems biology: A brief overview
-
H. Kitano Systems biology: a brief overview Science 295 2002 1662 1664
-
(2002)
Science
, vol.295
, pp. 1662-1664
-
-
Kitano, H.1
-
26
-
-
0033736476
-
Genetic network inference: From co-expression clustering to reverse engineering
-
P. D'haeseleer, S. Liang, and R. Somogyi Genetic network inference: from co-expression clustering to reverse engineering Bioinformatics 16 2000 707 726
-
(2000)
Bioinformatics
, vol.16
, pp. 707-726
-
-
D'Haeseleer, P.1
Liang, S.2
Somogyi, R.3
-
27
-
-
0000005079
-
A system for identifying genetic networks from gene expression patterns produced by gene disruptions and overexpressions
-
T. Akutsu, S. Kuhara, O. Maruyama, and S. Miyano A system for identifying genetic networks from gene expression patterns produced by gene disruptions and overexpressions Genome Inform 9 1998 151 161
-
(1998)
Genome Inform
, vol.9
, pp. 151-161
-
-
Akutsu, T.1
Kuhara, S.2
Maruyama, O.3
Miyano, S.4
-
28
-
-
0042923097
-
Class prediction and discovery using gene microarray and proteomics mass spectrometry data: Curses, caveats, cautions
-
R. Somorjai, B. Dolenko, and R. Baumgartner Class prediction and discovery using gene microarray and proteomics mass spectrometry data: curses, caveats, cautions Bioinformatics 19 2003 1484 1491
-
(2003)
Bioinformatics
, vol.19
, pp. 1484-1491
-
-
Somorjai, R.1
Dolenko, B.2
Baumgartner, R.3
-
31
-
-
8844220454
-
Mining gene expression data for positive and negative co-regulated gene clusters
-
J. Liping, and L.T. Kian Mining gene expression data for positive and negative co-regulated gene clusters Bioinformatics 20 2004 2711 2718
-
(2004)
Bioinformatics
, vol.20
, pp. 2711-2718
-
-
Liping, J.1
Kian, L.T.2
-
32
-
-
0034730140
-
Singular value decomposition for genome-wide expression data processing and modeling
-
O. Alter, P.O. Brown, and D. Botstein Singular value decomposition for genome-wide expression data processing and modeling Proc Natl Acad Sci USA 97 2000 10101 10106
-
(2000)
Proc Natl Acad Sci USA
, vol.97
, pp. 10101-10106
-
-
Alter, O.1
Brown, P.O.2
Botstein, D.3
-
33
-
-
0034949475
-
SVDMAN - Singular value decomposition analysis of microarray data
-
M. Wall, E. Dyck, and T.S. Brettin SVDMAN - singular value decomposition analysis of microarray data Bioinformatics 17 2001 566 568
-
(2001)
Bioinformatics
, vol.17
, pp. 566-568
-
-
Wall, M.1
Dyck, E.2
Brettin, T.S.3
-
34
-
-
0033657261
-
Principal components analysis to summarize microarray experiments: Application to sporulation time series
-
S. Raychaudhuri, J. Stuart, and R.B. Altman Principal components analysis to summarize microarray experiments: application to sporulation time series Pac Symp Biocomput 2000 455 466
-
(2000)
Pac Symp Biocomput
, pp. 455-466
-
-
Raychaudhuri, S.1
Stuart, J.2
Altman, R.B.3
-
35
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik Gene selection for cancer classification using support vector machines Machine Learn 46 2002 389 422
-
(2002)
Machine Learn
, vol.46
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
36
-
-
0034954897
-
AMADA, analysis of microarray data
-
X. Xia, and Z. Xie AMADA, analysis of microarray data Bioinformatics 17 2000 570 669
-
(2000)
Bioinformatics
, vol.17
, pp. 570-669
-
-
Xia, X.1
Xie, Z.2
-
37
-
-
0038021028
-
A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns
-
H. Liu, J. Li, and L. Wong A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns Genome Inform 13 2002 51 60
-
(2002)
Genome Inform
, vol.13
, pp. 51-60
-
-
Liu, H.1
Li, J.2
Wong, L.3
-
39
-
-
0442293872
-
Receiver operating characteristic methodology
-
M.S. Pepe Receiver operating characteristic methodology J Am Stat Assoc 95 2000 308 311
-
(2000)
J Am Stat Assoc
, vol.95
, pp. 308-311
-
-
Pepe, M.S.1
-
41
-
-
2442649388
-
CLIP4: Hybrid inductive machine learning algorithm that generates inequality rules
-
K.J. Cios, and L. Kurgan CLIP4: hybrid inductive machine learning algorithm that generates inequality rules Inf Sci 163 2004 37 83
-
(2004)
Inf Sci
, vol.163
, pp. 37-83
-
-
Cios, K.J.1
Kurgan, L.2
-
42
-
-
0242410408
-
Benchmarking attribute selection techniques for discrete class data mining
-
M. Hall, and G. Holmes Benchmarking attribute selection techniques for discrete class data mining IEEE Trans Knowl Data Eng 15 2003 1437 1447
-
(2003)
IEEE Trans Knowl Data Eng
, vol.15
, pp. 1437-1447
-
-
Hall, M.1
Holmes, G.2
-
43
-
-
33645618192
-
-
GenBank: http://www.ncbi.nlm.nih.gov/Genbank/index.html (last accessed: 12 May 2005).
-
-
-
-
44
-
-
33645609188
-
-
EMBL: http://www.embl-heidelberg.de/ (last accessed: 12 May 2005).
-
-
-
-
45
-
-
33645632011
-
-
GDB: http://gdbwww.gdb.org/ (last accessed: 12 May 2005).
-
-
-
-
46
-
-
33645614701
-
-
UniGene: http://www.ncbi.nlm.nih.gov/UniGene/ (last accessed: 12 May 2005).
-
-
-
-
47
-
-
33645614396
-
-
OMIM: http://www.ncbi.nlm.nih.gov/Omim/ (last accessed: 12 May 2005).
-
-
-
-
48
-
-
33645616636
-
-
GeneCards: http://bioinformatics.weizmann.ac.il/cards/ (last accessed: 12 May 2005).
-
-
-
-
49
-
-
33645615883
-
-
NCBI SAGEmap: http://www.ncbi.nlm.nih.gov/SAGE/ (last accessed: 12 May 2005).
-
NCBI SAGEmap
-
-
-
50
-
-
84872264037
-
-
Stanford Microarray Database: http://genome-www4.stanford.edu/MicroArray/ MDEV/ (last accessed: 12 May 2005).
-
Stanford Microarray Database
-
-
-
51
-
-
33645630981
-
-
KEGG: http://www.genome.ad.jp/kegg/kegg2.html (last accessed: 12 May 2005).
-
-
-
-
52
-
-
0034069495
-
Gene ontology: Tool for the unification of biology. the Gene Ontology Consortium
-
M. Ashburner, C.A. Ball, J.A. Blake, D. Botstein, H. Butler, and J.M. Cherry Gene ontology: tool for the unification of biology. The Gene Ontology Consortium Nat Genet 25 2000 25 29
-
(2000)
Nat Genet
, vol.25
, pp. 25-29
-
-
Ashburner, M.1
Ball, C.A.2
Blake, J.A.3
Botstein, D.4
Butler, H.5
Cherry, J.M.6
-
54
-
-
38349047196
-
Intelligent recognition in medical pattern understanding and cognitive analysis
-
M. Sarfraz John Wiley & Sons Ltd. Hoboken, NJ
-
R. Tadeusiewicz, and M.R. Ogiela Intelligent recognition in medical pattern understanding and cognitive analysis M. Sarfraz Computer-aided intelligent recognition techniques and applications 2005 John Wiley & Sons Ltd. Hoboken, NJ 257 274
-
(2005)
Computer-aided Intelligent Recognition Techniques and Applications
, pp. 257-274
-
-
Tadeusiewicz, R.1
Ogiela, M.R.2
-
55
-
-
2342456026
-
Automatic understanding of medical images - New achievements in syntactic analysis of selected medical images
-
R. Tadeusiewicz, and M.R. Ogiela Automatic understanding of medical images - new achievements in syntactic analysis of selected medical images Biocybern Biomed Eng 22 4 2002 17 29
-
(2002)
Biocybern Biomed Eng
, vol.22
, Issue.4
, pp. 17-29
-
-
Tadeusiewicz, R.1
Ogiela, M.R.2
-
56
-
-
33645619685
-
-
NIH: http://www.bisti.nih.gov (last accessed: September 2004).
-
-
-
-
57
-
-
33645627125
-
-
NIH: http://grants.nih.gov (last accessed: September 2004).
-
-
-
-
58
-
-
12844276185
-
-
NIH Roadmap: http://nihroadmap.nih.gov/ (last accessed: September 2004).
-
NIH Roadmap
-
-
-
59
-
-
20644436473
-
Key challenges in proteomics and proteoinformatics
-
M. Hamady, T. Cheung, K. Resing, K.J. Cios, and R. Knight Key challenges in proteomics and proteoinformatics IEEE Eng Med Biol Mag 24 3 2005 34 40
-
(2005)
IEEE Eng Med Biol Mag
, vol.24
, Issue.3
, pp. 34-40
-
-
Hamady, M.1
Cheung, T.2
Resing, K.3
Cios, K.J.4
Knight, R.5
-
60
-
-
1542513367
-
Simultaneous quantification of human cardiac α and β-myosin heavy chain protein by MALDI-TOF mass spectrometry
-
S.M. Helmke, C. Yen, K.J. Cios, K. Nunley, M.R. Bristow, and M. Duncan Simultaneous quantification of human cardiac α and β-myosin heavy chain protein by MALDI-TOF mass spectrometry Anal Chem 76 2004 1683 1689
-
(2004)
Anal Chem
, vol.76
, pp. 1683-1689
-
-
Helmke, S.M.1
Yen, C.2
Cios, K.J.3
Nunley, K.4
Bristow, M.R.5
Duncan, M.6
-
61
-
-
20644452253
-
Quantitative analysis of proteomics using data mining
-
C. Yen, S.N. Helmke, K.J. Cios, M.B. Perryman, and M. Duncan Quantitative analysis of proteomics using data mining IEEE Eng Med Biol Mag 24 3 2005 67 72
-
(2005)
IEEE Eng Med Biol Mag
, vol.24
, Issue.3
, pp. 67-72
-
-
Yen, C.1
Helmke, S.N.2
Cios, K.J.3
Perryman, M.B.4
Duncan, M.5
|