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2013 International Conference on Recent Trends in Information Technology, ICRTIT 2013(2)
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Hierarchical OCR for printed Tamil text
Conference ObjectAbstract: Optical Character Recognition (OCR) of Tamil characters is harder, due to the variety, compared to tPalabras claves:Convolutional neural network, Document Recognition, HierarchicalAutores:Kannan K., Noordeen A., R. S. Milton, Ravi H., Venkatraman B.Fuentes:scopusEmotion Analysis on Text Using Multiple Kernel Gaussian..
ArticleAbstract: The ability to discern human emotions is critical for making chatbox behave like humans. Gaussian PrPalabras claves:Emotion analysis, Exponential kernel, Gaussian Process (GP), Multi-Layer perceptron kernel, Multi-task GP, multiple kernel learning, Natural language processing (NLP), RBF kernel, Single-task GPAutores:Deborah S.A., Mirnalinee T.T., R. S. MiltonFuentes:scopusEvaluation of semantic role labeling based on lexical features using conditional random fields and support vector machine
Conference ObjectAbstract: The main objective of this paper is to identify the semantic roles of arguments in a sentence basedPalabras claves:Conditional Random Fields, Lexical features, Selectional preferences, Semantic Role Labeling, Support Vector MachineAutores:Meena S.R., R. S. Milton, Ravidhaa K.Fuentes:scopusDiagrammatic reasoning in computer programming
Conference ObjectAbstract: Proving program correctness has a significant side-benefit of leading the step-wise systematic develPalabras claves:Computer programming, Diagrammatic Reasoning, Formal Methods, Invariant Based Programming, Program CorrectnessAutores:R. S. Milton, Ragendhu S.Fuentes:scopusDiagrammatic reasoning in program construction
Conference ObjectAbstract: Correctness is proved formally using predicate logic, which requires certain mathematical maturity fPalabras claves:Diagrammatic Reasoning, Formal Methods, Invariant Based Programming, Program CorrectnessAutores:R. S. Milton, Ragendhu S.Fuentes:scopusContextual emotion detection on text using gaussian process and tree based classifiers
ArticleAbstract: It is challenging for machine as well as humans to detect the presence of emotions such as sadness oPalabras claves:Decision Trees, Emotion recognition, gaussian processes, gradient methods, Machine learningAutores:Deborah S.A., R. S. Milton, Sivanaiah R., Tt M.Fuentes:scopusDistributed optimization of solar micro-grid using multi agent reinforcement learning
Conference ObjectAbstract: In the distributed optimization of micro-grid, we consider grid connected solar micro-grid system whPalabras claves:Battery scheduling, CQ-learning, Multi-agent reinforcement learning, Optimization, Solar micro-gridAutores:R. S. Milton, Raju L., Sankar S.Fuentes:scopusA probabilistic logic approach to outcome prediction in team games using historical data and domain knowledge
ArticleAbstract: Relational data is structured and, in the real world, ambiguous. Logic can handle relations and probPalabras claves:Historical data, MLE, Parameter learning, pbkp_rediction, Probabilistic logic, Soccer match, UNCERTAINTYAutores:R. S. Milton, Saritha M.Fuentes:scopusAudio-Visual (Multimodal) speech recognition system using deep neural network
ArticleAbstract: Recognizing the voice of a person by a smart device has become the need of the hour. Our cell phonesPalabras claves:Audio-visual speech recognition, Bidirectional long short-term memory, Connectionist temporal classification, deep learning, Deep Neural Network, Haar Cascade Classifier, long short-Term memory, Mel-frequency cepstral coefficients, Multimodal speech recognition, Recurrent Neural Network, speech recognitionAutores:Chandraprabha K., Janaki Raman S., Paulin H., R. S. MiltonFuentes:scopusAdvanced energy management of a micro-grid using arduino and multi-agent system
Conference ObjectAbstract: The objective of this paper is to develop Arduino-based multi-agent system (MAS) for advanced distriPalabras claves:Arduino in Eclipse, Autonomous agent, energy management, JADE, Micro-grid, Multi-Agent SystemAutores:Morais A., R. S. Milton, Raju L.Fuentes:scopus