Documentos de R. S. Milton | REDI

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Filtros aplicados

Área de conocimiento: "Aprendizaje automático"

Subtipo de publicación

Conference Object(10)

Publisher

NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop(2)

14th International Workshops on Semantic Evaluation, SemEval 2020 - co-located 28th International Conference on Computational Linguistics, COLING 2020, Proceedings(1)

2014 IEEE Global Humanitarian Technology Conference - South Asia Satellite, GHTC-SAS 2014(1)

CEUR Workshop Proceedings(1)

ICCIDS 2019 - 2nd International Conference on Computational Intelligence in Data Science, Proceedings(1)

Área temáticas

Métodos informáticos especiales(5)

Programación informática, programas, datos, seguridad(5)

Ciencias de la computación(4)

Funcionamiento de bibliotecas y archivos(3)

Área de conocimiento

Ciencias de la computación(9)

Energía renovable(2)

Análisis de datos(1)

Análisis de redes sociales(1)

Año de Publicación

Origen

Palabras Claves

Battery scheduling(2)

Optimization(2)

reinforcement learning(2)

A probabilistic logic approach to outcome pbkp_rediction in team games using historical data and domain knowledge

Abstract: Relational data is structured and, in the real world, ambiguous. Logic can handle relations and prob

Palabras claves:

Historical data, MLE, Parameter learning, pbkp_rediction, Probabilistic logic, Soccer match, UNCERTAINTY

R. S. Milton, Saritha M.

Contextual emotion detection on text using gaussian process and tree based classifiers

Abstract: It is challenging for machine as well as humans to detect the presence of emotions such as sadness o

Palabras claves:

Decision Trees, Emotion recognition, gaussian processes, gradient methods, Machine learning

Deborah S.A., R. S. Milton, Sivanaiah R., Tt M.

Emotion Analysis on Text Using Multiple Kernel Gaussian..

Abstract: The ability to discern human emotions is critical for making chatbox behave like humans. Gaussian Pr

Palabras 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 GP

Deborah S.A., Mirnalinee T.T., R. S. Milton

Distributed optimization of solar micro-grid using multi agent reinforcement learning

Conference Object

Abstract: In the distributed optimization of micro-grid, we consider grid connected solar micro-grid system wh

Palabras claves:

Battery scheduling, CQ-learning, Multi-agent reinforcement learning, Optimization, Solar micro-grid

R. S. Milton, Raju L., Sankar S.

Reinforcement learning approach to improve transmission control protocol

Conference Object

Abstract: Transmission Control Protocol(TCP) plays an important role in everyday life, right from accessing on

Palabras claves:

AIMD, congestion control, POMDP, Q-Learning, reinforcement learning, TCP

Jansi Rani S.V., R. S. Milton, Shivaani K., Yamini L.

Reinforcement learning for optimal energy management of a solar microgrid

Conference Object

Abstract: In an optimization based control approach for solar microgrid energy management, consumer as an agen

Palabras claves:

Battery scheduling, Optimization, Q-Learning, reinforcement learning, Solar microgrid

R. S. Milton, Raju L., Sibi S.

SSN-SPARKS at SemEval-2019 task 9: Mining suggestions from online reviews using deep learning techniques on augmented data

Conference Object

Abstract: This paper describes the work on mining the suggestions from online reviews and forums. Opinion mini

Palabras claves:

Deborah S.A., Mirnalinee T.T., R. S. Milton, Sivanaiah R.

SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model

Conference Object

Abstract: In recent years social media has become one of the major forums for expressing human views and emoti

Palabras claves:

Aravind P., Deborah S.A., Mirnalinee T.T., Prathyush S., PraveenKumar V., R. S. Milton, Sivanaiah R.

SSN_MLRG1 at SemEval-2022 Task 10: Structured Sentiment Analysis using 2-layer BiLSTM

Conference Object

Abstract: Task 10 in SemEval 2022 is a composite task which entails analysis of opinion tuples, and recognitio

Palabras claves:

Anantharaman K., Deborah S.A., Divyasri K., Jayannthan P.T., Mirnalinee T.T., R. S. Milton, Sivanaiah R.

TECHSSN at SemEval-2019 task 6: Identifying and categorizing offensive language in tweets using deep neural networks

Conference Object

Abstract: Task 6 of SemEval 2019 involves identifying and categorizing offensive language in social media. The

Palabras claves:

Balasubramanian L., Bandlamudi G., Kumar H.S., R. S. Milton, Sivanaiah R., Sivasankaran D., Suseelan A.D., Thanagathai M.T.N.