X
Search Filters
Format Format
Format Format
X
Sort by Item Count (A-Z)
Filter by Count
Journal Article (69146) 69146
Conference Proceeding (48759) 48759
Newspaper Article (1830) 1830
Book Chapter (1111) 1111
Dissertation (717) 717
Magazine Article (287) 287
Patent (228) 228
Book / eBook (132) 132
Publication (99) 99
Government Document (54) 54
Web Resource (32) 32
Report (11) 11
Paper (10) 10
Trade Publication Article (7) 7
Newsletter (4) 4
Book Review (2) 2
Streaming Video (2) 2
Data Set (1) 1
Reference (1) 1
more...
Subjects Subjects
Subjects Subjects
X
Sort by Item Count (A-Z)
Filter by Count
support vector machines (80754) 80754
support vector machine (43006) 43006
classification (22915) 22915
feature extraction (20671) 20671
algorithms (19958) 19958
machine learning (18987) 18987
training (13540) 13540
neural networks (12171) 12171
accuracy (9928) 9928
engineering, electrical & electronic (9659) 9659
analysis (9425) 9425
humans (9036) 9036
support vector machine classification (8722) 8722
mathematical models (8480) 8480
kernel (8432) 8432
computer science, artificial intelligence (8172) 8172
artificial intelligence (8157) 8157
svm (7747) 7747
optimization (7320) 7320
data mining (6736) 6736
computer science (5988) 5988
artificial neural networks (5754) 5754
classifiers (5149) 5149
methods (5049) 5049
prediction (4964) 4964
classification algorithms (4781) 4781
pattern recognition (4685) 4685
remote sensing (4280) 4280
usage (4162) 4162
principal component analysis (3994) 3994
mathematical analysis (3982) 3982
computer simulation (3902) 3902
computer science, information systems (3796) 3796
regression (3762) 3762
vectors (3757) 3757
computer science, interdisciplinary applications (3564) 3564
studies (3496) 3496
recognition (3466) 3466
predictive models (3456) 3456
support vector regression (3425) 3425
feature selection (3351) 3351
research (3302) 3302
image classification (3245) 3245
fault diagnosis (3125) 3125
testing (3067) 3067
diagnosis (3052) 3052
genetic algorithms (3039) 3039
learning (3023) 3023
image segmentation (2961) 2961
regression analysis (2943) 2943
decision trees (2920) 2920
female (2836) 2836
electroencephalography (2649) 2649
male (2630) 2630
algorithm (2607) 2607
identification (2522) 2522
cancer (2507) 2507
image processing (2490) 2490
histograms (2470) 2470
sensors (2464) 2464
conferences (2454) 2454
mathematical & computational biology (2338) 2338
maschinelles lernen (2310) 2310
robustness (2258) 2258
engineering (2224) 2224
face recognition (2205) 2205
deep learning (2195) 2195
genetic algorithm (2195) 2195
forecasting (2183) 2183
data models (2182) 2182
learning algorithms (2180) 2180
system (2170) 2170
proteins (2168) 2168
training data (2156) 2156
engineering, biomedical (2122) 2122
entropy (2077) 2077
instruments & instrumentation (2062) 2062
segmentation (2061) 2061
telecommunications (2034) 2034
machine learning algorithms (1976) 1976
automation (1942) 1942
particle swarm optimization (1938) 1938
signal processing (1930) 1930
mathematical model (1909) 1909
software (1903) 1903
wavelet transforms (1903) 1903
statistical analysis (1890) 1890
computer science, theory & methods (1884) 1884
selection (1825) 1825
imaging science & photographic technology (1817) 1817
research article (1817) 1817
bioinformatics (1798) 1798
reproducibility of results (1794) 1794
networks (1784) 1784
operations research & management science (1757) 1757
random forest (1741) 1741
neural-networks (1737) 1737
more...
Library Location Library Location
Library Location Library Location
X
Sort by Item Count (A-Z)
Filter by Count
Online Resources - Online (24) 24
Gerstein Science - Stacks (21) 21
Collection Dvlpm't (Acquisitions) - Vendor file (14) 14
Engineering & Comp. Sci. - Stacks (10) 10
UofT at Mississauga - Stacks (6) 6
Robarts - Stacks (5) 5
Business (Joseph L Rotman) - Stacks (1) 1
Collection Dvlpm't (Acquisitions) - Closed Orders (1) 1
Indust. Rel's & Hum. Resources (Newman) - Library use only (1) 1
Map & Data - Map Collection (1) 1
Mathematical Sciences - Stacks (1) 1
Music - Stacks (1) 1
UofT at Scarborough - Stacks (1) 1
more...
Language Language
Language Language
X
Sort by Item Count (A-Z)
Filter by Count
English (117196) 117196
Chinese (4964) 4964
Japanese (682) 682
Portuguese (233) 233
Korean (165) 165
French (149) 149
Spanish (126) 126
German (102) 102
Turkish (96) 96
Czech (48) 48
Persian (45) 45
Indonesian (41) 41
Russian (26) 26
Polish (25) 25
Croatian (12) 12
Italian (9) 9
Swedish (9) 9
Norwegian (8) 8
Slovenian (7) 7
Chamorro (5) 5
Arabic (3) 3
Danish (3) 3
Slovak (3) 3
Dutch (2) 2
Latvian (2) 2
Serbian (2) 2
Bosnian (1) 1
Hungarian (1) 1
Lithuanian (1) 1
Romanian (1) 1
more...
Publication Date Publication Date
Click on a bar to filter by decade
Slide to change publication date range


2009, 1st ed., Wiley series on methods and applications in data mining, ISBN 0470371927, xv, 246
An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated... 
Support vector machines | Computer algorithms | Data mining | Machine learning | COMPUTERS / Databases / Data Mining
Book
ACM Transactions on Intelligent Systems and Technology (TIST), ISSN 2157-6904, 04/2011, Volume 2, Issue 3, pp. 1 - 27
LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000... 
Classification LIBSVM optimization regression support vector machines SVM | Algorithms | WORKING SET SELECTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | Experimentation | Performance | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
2000, ISBN 0521780195, xiii, 189
This is the first comprehensive introduction to Support Vector Machines (SVMs), a generation learning system based on recent advances in statistical learning theory... 
Kernel functions | Algorithms | Machine learning
Book
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 343, pp. 50 - 64
Many machine learning applications involve imbalance class prior probabilities, multi-class classification with many classes... 
Cost-sensitive learning | SVM | Bayes consistency | Class imbalance | Classification | SVMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | CLASSIFIERS | Analysis | Algorithms | Machine learning
Journal Article
Journal of statistical software, ISSN 1548-7660, 2006, Volume 15, Issue 9, pp. 1 - 28
Being among the most popular and efficient classification and regression methods currently available, implementations of support vector machines exist in almost every popular programming language... 
Support vector machines | STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | support vector machines | R
Journal Article
Machine learning, ISSN 1573-0565, 2007, Volume 68, Issue 3, pp. 267 - 276
Journal Article
2011, ISBN 9814324388, xv, 183
Book
Physical review letters, ISSN 1079-7114, 2014, Volume 113, Issue 13, p. 130503
.... In this work, we show that the support vector machine, an optimized binary classifier, can be implemented on a quantum computer, with complexity logarithmic in the size of the vectors and the number... 
LOW-RANK APPROXIMATION | ALGORITHMS | PHYSICS, MULTIDISCIPLINARY | MATRICES | Training | Support vector machines | Algorithms | Data management | Mathematical analysis | Classification | Polynomials | Sampling
Journal Article
Pattern recognition, ISSN 0031-3203, 2015, Volume 48, Issue 6, pp. 2110 - 2117
The problem of one-against-all support vector machines (SVMs) for multilabel classification is that a data sample may be classified into a multilabel class that is not defined or it may not be classified into any class... 
Support vector machines | Training | Multilabel classification | Pattern classification | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article