Pattern Recognition and Big Data 9813144548, 9789813144545, 9789813144552, 9813144556

Containing twenty six contributions by experts from all over the world, this book presents both research and review mate

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English Pages 876 [861] Year 2017

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Pattern Recognition and Big Data
 9813144548, 9789813144545, 9789813144552, 9813144556

Table of contents :
Content: Pattern recognition: evolution, mining and big data / A. Pal and S.K. Pal --
Pattern classification with Gaussian processes / V. Stathopoulos and M. Girolami --
Active multitask learning using supervised and shared latent topics / A. Acharya, R.J. Mooney and J. Ghosh --
Sparse and low-rank models for visual domain adaptation / R. Chellappa and V.M. Patel --
Pattern classification using the principle of parsimony: two examples / J. Basak --
Robust learning of classifiers in the presence of label noise / P.S. Sastry and N. Manwani --
Sparse representation for time-series classification / S. Bahrampour, N.M. Nasrabadi and A. Ray --
Fuzzy sets as a logic canvas for pattern recognition / W. Pedryez and N.J. Pizzi --
Optimizing neural network structures to match pattern recognition task complexity / B.G. Gherman, K. Sirlantzis and F. Deravi --
Multi-criterion optimization and decision making using evolutionary computing / K. Deb --
Rough sets in pattern recognition / A. Skowron, H.S. Nguyen and A. Jankowski --
The twin SVM minimizes the total risk / Jayadeva, S. Soman and S. Chandra --
Dynamic kernels based approaches to analysis of varying length patterns in speech and image processing tasks / Veena T., Dileep A.D. and C. Chandra Sekhar --
Fuzzy rough granular neural networks for pattern analysis / A. Ganivada, S.S. Ray and S.K. Pal --
Fundamentals of rough-fuzzy clustering and its application in bioinformatics / P. Maji and S. Paul --
Keygraphs: structured features for object detection and applications / M. Hashimoto, H. Morimitsu, R. Hirata-Jr. and R.M. Cesar-Jr. --
Mining multimodal data / S. Chaudhury, L. Dey, I. Verma and E. Hassan --
Solving classification problems on human epithelial type 2 cells for anti-nuclear antibodies test: traditional versus contemporary approaches / A. Wiliem and B.C. Lovell --
Representation learning for spoken term detection / P.R. Reddy, K.S.R. Murty and B. Yegnanarayana --
Tongue pattern recognition to detect diabetes mellitus and non-proliferative diabetic retinopathy / B. Zhang --
Moving object detection using multi-layer Markov random field model / B.N. Subudhi, S. Ghosh and A. Ghosh --
Recent advances in remote sensing time series image classification / L. Bruzzone, B. Demir and F. Bovolo --
Sensor selection for E-Nose / Sunil T.T., S. Chaudhuri and M.U. Sharma --
Understanding the usage of idioms in Twitter social network / K. Rudra, A. Chakraborty, N. Ganguly and S. Ghosh --
Sampling theorems for Twitter: ideas from large deviation theory / D. Palguna, V. Joshi, V. Chakravarthy, R. Kothari and L.V. Subramaniam --
A machine-mind architecture and Z*-numbers for real-world comprehension / R. Banerjee and S.K. Pal.

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