Pattern recognition and big data:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New Jersey ; London ; Singapore ; Bijding ; Shanghai ; Hong Kong ; Taipei ; Chennai ; Tokyo
World Scientific
[2017]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xviii, 856 Seiten Illustrationen, Diagramme |
| ISBN: | 9789813144545 |
Internformat
MARC
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| 010 | |a 016025417 | ||
| 020 | |a 9789813144545 |9 978-981-3144-54-5 | ||
| 035 | |a (OCoLC)989867030 | ||
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| 245 | 1 | 0 | |a Pattern recognition and big data |c Amita Pal, Indian Statistical Institute, Kolkata, India, Sankar K Pal, Indian Statistical Institute, Kolkata, India |
| 264 | 1 | |a New Jersey ; London ; Singapore ; Bijding ; Shanghai ; Hong Kong ; Taipei ; Chennai ; Tokyo |b World Scientific |c [2017] | |
| 264 | 4 | |c © 2017 | |
| 300 | |a xviii, 856 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Big data | |
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Pattern recognition systems | |
| 655 | 7 | |0 (DE-588)4143413-4 |a Aufsatzsammlung |2 gnd-content | |
| 700 | 1 | |a Pal, Amita |4 edt | |
| 700 | 1 | |a Pal, Sankar K. |d 1950- |0 (DE-588)121101622 |4 edt | |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-029674239 | ||
Datensatz im Suchindex
| _version_ | 1804177452442845184 |
|---|---|
| adam_text | Contents
Preface vii
1. Pattern Recognition: Evolution, Mining and Big Data 1
A. Pal and S. K. Pal
2. Pattern Classification with Gaussian Processes 37
V. Stathopoulos and M. Girolami
3. Active Multitask Learning using Supervised and Shared
Latent Topics 75
A. Acharya, R. J. Mooney and J. Ghosh
4. Sparse and Low-Rank Models for Visual Domain Adaptation 113
R. Chellappa and V. M. Patel
5. Pattern Classification using the Principle of Parsimony:
Two Examples 135
J. Basak
6. Robust Learning of Classifiers in the Presence of Label Noise 167
P. S. Sastry and N. Manwani
7. Sparse Representation for Time֊Series Classification 199
S. Bahrampour. N. M. Nasrabadi and A. Ray
XV
XVI
Contents
8. Fuzzy Sets as a Logic Canvas for Pattern Recognition 217
W. Pedrycz and N. J. Pizzi
9. Optimizing Neural Network Structures to Match Pattern
Recognition Task Complexity 255
B. G. Gherman, K. Sirlantzis and F. Deravi
10. Multi-Criterion Optimization and Decision Making
Using Evolutionary Computing 293
K. Deb
11. Rough Sets in Pattern Recognition 323
A. Skowron, H. S. Nguyen and A. Jankowski
12. The Twin SVM Minimizes the Total Risk 395
Jayadeva, S. Soman and S. Chandra
13. Dynamic Kernels based Approaches to Analysis of
Varying Length Patterns in Speech and
Image Processing Tasks 407
Veena T., Dileep A. D. and C. Chandra Sekhar
14. Fuzzy Rough Granular Neural Networks for Pattern Analysis 487
A. Ganivada, S. S. Ray and S. K. Pal
15. Fundamentals of Rough-Fuzzy Clustering and
Its Application in Bioinformatics 513
P. Maji and S. Paul
16. Key graphs: Structured Features for Object Detection
and Applications 545
M. Hashimoto, H. Morimitsu, R. Hirata-Jr. and
R. M. Cesar-Jr.
Contents xvii
17. Mining Multimodal Data 581
S. Chaudhury, L. Dey, I. Verma and E. Hassan
18. Solving Classification Problems on Human Epithelial
Type 2 Cells for Anti-Nuclear Antibodies Test:
Traditional versus Contemporary Approaches 605
A. Wiliem and B. C. Lovell
19. Representation Learning for Spoken Term Detection 633
P. R. Reddy, K. S. R. Murty and B. Yegnanarayana
20. Tongue Pattern Recognition to Detect Diabetes Mellitus
and Non-Proliferative Diabetic Retinopathy 663
B. Zhang
21. Moving Object Detection using Multi-layer Markov
Random Field Model 687
B. N. Subudhi, S. Ghosh and A. Ghosh
22. Recent Advances in Remote Sensing Time Series Image
Classification 713
L. Bruzzone, B. Demir and F. Bovolo
23. Sensor Selection for E-Nose 735
Sunil T. T., S. Chaudhuri and M. H Sharma
24. Understanding the Usage of Idioms in Twitter
Social Network 767
K. Rudra, A. Chakraborty, N. Ganguly and S. Ghosh
25. Sampling Theorems for Twitter: Ideas from Large
Deviation Theory 789
D. Palguna, V. Joshi, V. Chakravarthy, R. Kothari and
L. V. Subramaniam
Contents
xviii
26. A Machine֊mind Architecture and Z*-numbers for
Real-world Comprehension 805
R. Banerjee and S. K. Pal
Author Index 843
Subject Index 845
About the Editors 855
|
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| id | DE-604.BV044269587 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:48:18Z |
| institution | BVB |
| isbn | 9789813144545 |
| language | English |
| lccn | 016025417 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029674239 |
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| physical | xviii, 856 Seiten Illustrationen, Diagramme |
| publishDate | 2017 |
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| publishDateSort | 2017 |
| publisher | World Scientific |
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| spelling | Pattern recognition and big data Amita Pal, Indian Statistical Institute, Kolkata, India, Sankar K Pal, Indian Statistical Institute, Kolkata, India New Jersey ; London ; Singapore ; Bijding ; Shanghai ; Hong Kong ; Taipei ; Chennai ; Tokyo World Scientific [2017] © 2017 xviii, 856 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Big data Data mining Pattern recognition systems (DE-588)4143413-4 Aufsatzsammlung gnd-content Pal, Amita edt Pal, Sankar K. 1950- (DE-588)121101622 edt Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029674239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Pattern recognition and big data Big data Data mining Pattern recognition systems |
| subject_GND | (DE-588)4143413-4 |
| title | Pattern recognition and big data |
| title_auth | Pattern recognition and big data |
| title_exact_search | Pattern recognition and big data |
| title_full | Pattern recognition and big data Amita Pal, Indian Statistical Institute, Kolkata, India, Sankar K Pal, Indian Statistical Institute, Kolkata, India |
| title_fullStr | Pattern recognition and big data Amita Pal, Indian Statistical Institute, Kolkata, India, Sankar K Pal, Indian Statistical Institute, Kolkata, India |
| title_full_unstemmed | Pattern recognition and big data Amita Pal, Indian Statistical Institute, Kolkata, India, Sankar K Pal, Indian Statistical Institute, Kolkata, India |
| title_short | Pattern recognition and big data |
| title_sort | pattern recognition and big data |
| topic | Big data Data mining Pattern recognition systems |
| topic_facet | Big data Data mining Pattern recognition systems Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029674239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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