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Titlebook: Algorithms in Machine Learning Paradigms; Jyotsna Kumar Mandal,Somnath Mukhopadhyay,Kousik D Book 2020 Springer Nature Singapore Pte Ltd.

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1860-949X al rule-based learning, feature extraction-based learning, optimization-based learning, quantum-inspired learning, multi-criteria-based learning and hybrid intelligence-based learning... .978-981-15-1043-4978-981-15-1041-0Series ISSN 1860-949X Series E-ISSN 1860-9503
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https://doi.org/10.1007/978-3-662-39624-7odel is capable of extracting the seasonal pattern from the training set and forecasting the future pattern. This model makes use of Self-organizing map (SOM) for clustering similar patterns. Performance of the model is evaluated using Rainfall data and Milk Production data.
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Recognizing Human Emotions from Facial Images by Landmark Triangulation: A Combined Circumcenter-Insuch features is utilized for the purpose of discrimination of one expression from another using MultiLayer Perceptron (MLP) classifier in images containing facial expressions available in various benchmark databases. Results obtained by applying this method found to be extremely encouraging.
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