Mahardhika Pratama

According to our database1, Mahardhika Pratama authored at least 68 papers between 2011 and 2018.

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Bibliography

2018
Evolving Ensemble Fuzzy Classifier.
IEEE Trans. Fuzzy Systems, 2018

Incremental Rule Splitting in Generalized Evolving Fuzzy Systems for Autonomous Drift Compensation.
IEEE Trans. Fuzzy Systems, 2018

Online Active Learning in Data Stream Regression Using Uncertainty Sampling Based on Evolving Generalized Fuzzy Models.
IEEE Trans. Fuzzy Systems, 2018

Parsimonious random vector functional link network for data streams.
Inf. Sci., 2018

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality.
Eng. Appl. of AI, 2018

Sentiment analysis: An automatic contextual analysis and ensemble clustering approach and comparison.
Data Knowl. Eng., 2018

Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments.
CoRR, 2018

Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams.
CoRR, 2018

An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams.
CoRR, 2018

Deep Stacked Stochastic Configuration Networks for Non-Stationary Data Streams.
CoRR, 2018

Evolving Large-Scale Data Stream Analytics based on Scalable PANFIS.
CoRR, 2018

An Online RFID Localization in the Manufacturing Shopfloor.
CoRR, 2018

PALM: An Incremental Construction of Hyperplanes for Data Stream Regression.
CoRR, 2018

A Generic Self-Evolving Neuro-Fuzzy Controller based High-performance Hexacopter Altitude Control System.
CoRR, 2018

Big Data Analytic based on Scalable PANFIS for RFID Localization.
CoRR, 2018

Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis.
CoRR, 2018

Development of c-means Clustering Based Adaptive Fuzzy Controller for A Flapping Wing Micro Air Vehicle.
CoRR, 2018

Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-inspired Unmanned Aerial Vehicles.
CoRR, 2018

Evolving time-series based prediction models for quality criteria in a multi-stage production process.
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018

2017
An Incremental Learning of Concept Drifts Using Evolving Type-2 Recurrent Fuzzy Neural Networks.
IEEE Trans. Fuzzy Systems, 2017

Multiview Convolutional Neural Networks for Multidocument Extractive Summarization.
IEEE Trans. Cybernetics, 2017

An Incremental Type-2 Meta-Cognitive Extreme Learning Machine.
IEEE Trans. Cybernetics, 2017

Online real-time learning strategies for data streams for Neurocomputing.
Neurocomputing, 2017

Data driven modelling based on Recurrent Interval-Valued Metacognitive Scaffolding Fuzzy Neural Network.
Neurocomputing, 2017

A novel online multi-label classifier for high-speed streaming data applications.
Evolving Systems, 2017

Online Tool Condition Monitoring Based on Parsimonious Ensemble+.
CoRR, 2017

Evolving Ensemble Fuzzy Classifier.
CoRR, 2017

Metacognitive Learning Approach for Online Tool Condition Monitoring.
CoRR, 2017

Parsimonious Random Vector Functional Link Network for Data Streams.
CoRR, 2017

PANFIS++: A Generalized Approach to Evolving Learning.
CoRR, 2017

An Automatic Contextual Analysis and Clustering Classifiers Ensemble approach to Sentiment Analysis.
CoRR, 2017

Evolving type-2 web news mining.
Appl. Soft Comput., 2017

Fuzzy logic hybrid model with semantic filtering approach for pseudo relevance feedback-based query expansion.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Evolving neuro-fuzzy system based online identification of a bio-inspired flapping wing micro aerial vehicle.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Fuzzy clustering based modelling and adaptive controlling of a flapping wing micro air vehicle.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A randomized neural network for data streams.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Robust Facial Alignment for Face Recognition.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Fuzzy clustering based nonlinear system identification and controller development of Pixhawk based quadcopter.
Proceedings of the Ninth International Conference on Advanced Computational Intelligence, 2017

Incremental rule splitting in generalized evolving fuzzy regression models.
Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

2016
Evolving Type-2 Fuzzy Classifier.
IEEE Trans. Fuzzy Systems, 2016

Attention pooling-based convolutional neural network for sentence modelling.
Inf. Sci., 2016

Scaffolding type-2 classifier for incremental learning under concept drifts.
Neurocomputing, 2016

An incremental meta-cognitive-based scaffolding fuzzy neural network.
Neurocomputing, 2016

A Novel Online Real-time Classifier for Multi-label Data Streams.
CoRR, 2016

A novel online multi-label classifier for high-speed streaming data applications.
CoRR, 2016

User-Level Twitter Sentiment Analysis with a Hybrid Approach.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016

Sentiment classification using Comprehensive Attention Recurrent models.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A novel online real-time classifier for multi-label data streams.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Evolving type-2 recurrent fuzzy neural network.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Extractive document summarization based on convolutional neural networks.
Proceedings of the IECON 2016, 2016

Simultaneous replanning with vectorized particle swarm optimization algorithm.
Proceedings of the 14th International Conference on Control, 2016

A hybrid algorithm for efficient path planning of autonomous ground vehicles.
Proceedings of the 14th International Conference on Control, 2016

2015
Recurrent Classifier Based on an Incremental Metacognitive-Based Scaffolding Algorithm.
IEEE Trans. Fuzzy Systems, 2015

pClass: An Effective Classifier for Streaming Examples.
IEEE Trans. Fuzzy Systems, 2015

Generalized smart evolving fuzzy systems.
Evolving Systems, 2015

A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

An incremental interval Type-2 neural fuzzy Classifier.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Development of a Novel Evolving Neuro-Fuzzy System for Learning in Non-Stationary Environments.
PhD thesis, 2014

PANFIS: A Novel Incremental Learning Machine.
IEEE Trans. Neural Netw. Learning Syst., 2014

GENEFIS: Toward an Effective Localist Network.
IEEE Trans. Fuzzy Systems, 2014

An Incremental Classifier from Data Streams.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

A novel meta-cognitive-based scaffolding classifier to sequential non-stationary classification problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A recurrent meta-cognitive-based Scaffolding classifier from data streams.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

2013
Data driven modeling based on dynamic parsimonious fuzzy neural network.
Neurocomputing, 2013

Generalized Flexible Fuzzy Inference Systems.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Evolving fuzzy rule-based classifier based on GENEFIS.
Proceedings of the FUZZ-IEEE 2013, 2013

Online identification of complex multi-input-multi-output system based on generic evolving neuro-fuzzy inference system.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

2011
Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011


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