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1

[IEEE 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI) - Doha, Qatar (2017.2.4-2017.2.6)] 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI) - Fuzzy clustering based nonlinear system identification and controller development of Pixhawk based quadcopter

Ferdaus, Md Meftahul, Anavatti, Sreenatha G., Garratt, Matthew A., Pratama, Mahardhika

Year:

2017

File:

PDF, 1.65 MB

2017

2

[IEEE IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society - Florence, Italy (2016.10.23-2016.10.26)] IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society - Extractive document summarization based on convolutional neural networks

Zhang, Yong, Er, Meng Joo, Pratama, Mahardhika

Year:

2016

Language:

english

File:

PDF, 943 KB

english, 2016

3

Financial time series forecasting using twin support vector regression

Gupta, Deepak, Pratama, Mahardhika, Ma, Zhenyuan, Li, Jun, Prasad, Mukesh, Martínez-Álvarez, Francisco

Journal:

Year:

2019

Language:

english

File:

PDF, 4.44 MB

english, 2019

4

[IEEE 2019 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) - BALI, Indonesia (2019.7.1-2019.7.3)] 2019 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) - Development of Hyperplane-based Adaptive T-S Fuzzy Controller for Micro Aerial Robots

Ferdaus, Meftahul, Anavatti, Sreenatha G., Al-Mahasneh, Ahmad Jobran, Pratama, Mahardhika, Garratt, Matthew A.

Year:

2019

Language:

english

File:

PDF, 794 KB

english, 2019

5

[IEEE 2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS) - Singapore, Singapore (2019.2.28-2019.3.2)] 2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS) - UAV Control in Close Proximities - Ceiling Effect on Battery Lifetime

Kocer, Basaran Bahadir, Kumtepeli, Volkan, Tjahjowidodo, Tegoeh, Pratama, Mahardhika, Tripathi, Anshuman, Seet Gim Lee, Gerald, Wang, Youyi

Year:

2019

Language:

english

File:

PDF, 238 KB

english, 2019

6

[IEEE 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Miyazaki, Japan (2018.10.7-2018.10.10)] 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Big Data Analytic Based on Scalable PANFIS for RFID Localization

Za'in, Choiru, Pratama, Mahardhika, Ashfahani, Andri, Pardede, Eric, Sheng, Huang

Year:

2018

Language:

english

File:

PDF, 244 KB

english, 2018

7

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Generalized Flexible Fuzzy Inference Systems

Lughofer, Edwin, Cernuda, Carlos, Pratama, Mahardhika

Year:

2013

Language:

english

File:

PDF, 879 KB

english, 2013

8

An incremental meta-cognitive-based scaffolding fuzzy neural network

Pratama, Mahardhika, Lu, Jie, Anavatti, Sreenatha, Lughofer, Edwin, Lim, Chee-Peng

Journal:

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

9

[IEEE 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Kowloon Tong, Hong Kong (2015.10.9-2015.10.12)] 2015 IEEE International Conference on Systems, Man, and Cybernetics - A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams

Pratama, Mahardhika, Lu, Jie, Zhang, Guangquan

Year:

2015

Language:

english

File:

PDF, 242 KB

english, 2015

10

pClass+: A Novel Evolving Semi-Supervised Classifier

Pratama, Mahardhika, Lughofer, Edwin, Lim, Chee Peng, Rahayu, Wenny, Dillon, Tharam, Budiyono, Agus

Journal:

International Journal of Fuzzy Systems

Year:

2017

Language:

english

File:

PDF, 1.56 MB

english, 2017

11

Multiview Convolutional Neural Networks for Multidocument Extractive Summarization

Zhang, Yong, Er, Meng Joo, Zhao, Rui, Pratama, Mahardhika

Journal:

IEEE Transactions on Cybernetics

Year:

2016

Language:

english

File:

PDF, 1.55 MB

english, 2016

12

Online real-time learning strategies for data streams for Neurocomputing

Pratama, Mahardhika, Lughofer, Edwin, Wang, Dianhui

Journal:

Year:

2017

Language:

english

File:

PDF, 409 KB

english, 2017

13

Data Driven Modelling Based on Recurrent Interval-Valued Metacognitive Scaffolding Fuzzy Neural Network

Pratama, Mahardhika, Lughofer, Edwin, Er, Meng Joo, Anavatti, Sreenatha, Lim, Chee-Peng

Journal:

Year:

2017

Language:

english

File:

PDF, 1.62 MB

english, 2017

14

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality

Lughofer, Edwin, Pollak, Robert, Zavoianu, Alexandru-Ciprian, Pratama, Mahardhika, Meyer-Heye, Pauline, Zörrer, Helmut, Eitzinger, Christian, Haim, Julia, Radauer, Thomas

Journal:

Engineering Applications of Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 4.01 MB

english, 2018

15

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Evolving neuro-fuzzy system based online identification of a bio-inspired flapping wing micro aerial vehicle

Ferdaus, Md Meftahul, Pratama, Mahardhika, Anavatti, Sreenatha G., Garratt, Matthew A.

Year:

2017

Language:

english

File:

PDF, 285 KB

english, 2017

16

Online identification of a rotary wing Unmanned Aerial Vehicle from data streams

Ferdaus, Md. Meftahul, Pratama, Mahardhika, Anavatti, Sreenatha G., Garratt, Matthew A.

Journal:

Applied Soft Computing

Year:

2018

Language:

english

File:

PDF, 1.38 MB

english, 2018

17

[IEEE 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Miyazaki, Japan (2018.10.7-2018.10.10)] 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - A Generic Self-Evolving Neuro-Fuzzy Controller Based High-Performance Hexacopter Altitude Control System

Ferdaus, Md Meftahul, Pratama, Mahardhika, Anavatti, Sreenatha G., Garratt, Matthew

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

18

Stable Adaptive Controller Based on Generalized Regression Neural Networks and Sliding Mode Control for a Class of Nonlinear Time-Varying Systems

Al-Mahasneh, Ahmad Jobran, Anavatti, Sreenatha G., Garratt, Matthew A., Pratama, Mahardhika

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2019

Language:

english

File:

PDF, 44 KB

english, 2019

19

Inspection-while-flying: An autonomous contact-based nondestructive test using UAV-tools

Kocer, Basaran Bahadir, Tjahjowidodo, Tegoeh, Pratama, Mahardhika, Seet, Gerald Gim Lee

Journal:

Automation in Construction

Year:

2019

Language:

english

File:

PDF, 2.70 MB

english, 2019

20

Inspection-while-flying: An autonomous contact-based nondestructive test using UAV-tools

Kocer, Basaran Bahadir, Tjahjowidodo, Tegoeh, Pratama, Mahardhika, Seet, Gerald Gim Lee

Journal:

Automation in Construction

Year:

2019

File:

PDF, 2.70 MB

2019

21

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation

Samanta, Subhrajit, Hartanto, Andre, Pratama, Mahardhika, Sundaram, Suresh, Srikanth, Narasimalu

Year:

2019

Language:

english

File:

PDF, 533 KB

english, 2019

22

Robustness Evaluation of Multipartite Complex Networks Based on Percolation Theory

Cai, Qing, Alam, Sameer, Pratama, Mahardhika, Liu, Jiming

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2020

File:

PDF, 1.79 MB

2020

23

[IEEE 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - New Orleans, LA, USA (2019.6.23-2019.6.26)] 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Robust Evolving Neuro-Fuzzy Control of a Novel Tilt-rotor Vertical Takeoff and Landing Aircraft

Kandath, Harikumar, Hady, Mohamad Abdul, Pratama, Mahardhika, Feng, Ng Bing

Year:

2019

Language:

english

File:

PDF, 1.98 MB

english, 2019

24

[IEEE 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Macau, China (2019.11.3-2019.11.8)] 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC

Kocer, Basaran Bahadir, Tiryaki, Mehmet Efe, Pratama, Mahardhika, Tjahjowidodo, Tegoeh, Seet, Gerald Gim Lee

Year:

2019

File:

PDF, 6.90 MB

2019

25

Sentiment analysis: dynamic and temporal clustering of product reviews

AL-Sharuee, Murtadha Talib, Liu, Fei, Pratama, Mahardhika

Journal:

Applied Intelligence

Year:

2020

Language:

english

File:

PDF, 3.21 MB

english, 2020

26

GENEFIS: Toward an Effective Localist Network

Pratama, Mahardhika, Anavatti, Sreenatha G., Lughofer, Edwin

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2014

Language:

english

File:

PDF, 619 KB

english, 2014

27

Data driven modeling based on dynamic parsimonious fuzzy neural network

Pratama, Mahardhika, Er, Meng Joo, Li, Xiang, Oentaryo, Richard J., Lughofer, Edwin, Arifin, Imam

Journal:

Year:

2013

Language:

english

File:

PDF, 375 KB

english, 2013

28

[IEEE 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Hyderabad, India (2013.07.7-2013.07.10)] 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Evolving fuzzy rule-based classifier based on GENEFIS

Pratama, Mahardhika, Anavatti, Sreenatha G., Lughofer, Edwin

Year:

2013

Language:

english

File:

PDF, 250 KB

english, 2013

29

PANFIS: A Novel Incremental Learning Machine

Pratama, Mahardhika, Anavatti, Sreenatha G., Angelov, Plamen P., Lughofer, Edwin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 985 KB

english, 2014

30

[IEEE 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Online identification of complex multi-input-multi-output system based on generic evolving neuro-fuzzy inference system

Pratama, Mahardhika, Anavatti, Sreenatha.G., Garratt, Matthew, Lughofer, Edwin

Year:

2013

File:

PDF, 334 KB

2013

31

[IEEE 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Beijing, China (2014.7.6-2014.7.11)] 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - A novel meta-cognitive-based scaffolding classifier to sequential non-stationary classification problems

Pratama, Mahardhika, Er, Meng Joo, Anavatti, Sreenatha G., Lughofer, Edwin, Wang, Ning, Arifin, Imam

Year:

2014

Language:

english

File:

PDF, 2.74 MB

english, 2014

32

[IEEE IECON 2011 - 37th Annual Conference of IEEE Industrial Electronics - Melbourne, Vic, Australia (2011.11.7-2011.11.10)] IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society - Tool wear prediction using evolutionary Dynamic Fuzzy Neural (EDFNN) Network

Pratama, Mahardhika, Er, Meng Joo, Li, Xiang, Gan, Oon Peen, Oentaryo, Richad J., Linn, San, Zhai, Lianyin, Arifin, Imam

Year:

2011

Language:

english

File:

PDF, 1.11 MB

english, 2011

33

Generalized smart evolving fuzzy systems

Lughofer, Edwin, Cernuda, Carlos, Kindermann, Stefan, Pratama, Mahardhika

Journal:

Evolving Systems

Year:

2015

Language:

english

File:

PDF, 1.45 MB

english, 2015

34

pClass: An Effective Classifier for Streaming Examples

Pratama, Mahardhika, Anavatti, Sreenatha G., Joo, Meng, Lughofer, Edwin David

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2015

Language:

english

File:

PDF, 811 KB

english, 2015

35

Evolving Type-2 Fuzzy Classifier

Pratama, Mahardhika, Lu, Jie, Zhang, Guangquan

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2015

Language:

english

File:

PDF, 1.03 MB

english, 2015

36

An Incremental Type-2 Meta-Cognitive Extreme Learning Machine

Pratama, Mahardhika, Zhang, Guangquan, Er, Meng Joo, Anavatti, Sreenatha

Journal:

IEEE Transactions on Cybernetics

Year:

2016

Language:

english

File:

PDF, 3.44 MB

english, 2016

37

Scaffolding Type-2 Classifier for Incremental Learning under Concept Drifts

Pratama, Mahardhika, Lu, Jie, Lughofer, Edwin, Zhang, Guangquan, Anavatti, Sreenatha

Journal:

Year:

2016

Language:

english

File:

PDF, 1.89 MB

english, 2016

38

[IEEE 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Istanbul, Turkey (2015.8.2-2015.8.5)] 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - An incremental interval Type-2 neural fuzzy Classifier

Pratama, Mahardhika, Jie Lu,, Guangquan Zhang,

Year:

2015

Language:

english

File:

PDF, 280 KB

english, 2015

39

[IEEE 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) - Orlando, FL, USA (2014.12.9-2014.12.12)] 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) - A recurrent meta-cognitive-based Scaffolding classifier from data streams

Pratama, Mahardhika, Lu, Jie, Anavatti, Sreenatha G., Iglesias, Jose Antonio

Year:

2014

Language:

english

File:

PDF, 777 KB

english, 2014

40

Recurrent Classifier Based on an Incremental Metacognitive-Based Scaffolding Algorithm

Pratama, Mahardhika, Anavatti, Sreenatha G., Lu, Jie

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2015

Language:

english

File:

PDF, 685 KB

english, 2015

41

A novel online multi-label classifier for high-speed streaming data applications

Venkatesan, Rajasekar, Er, Meng Joo, Dave, Mihika, Pratama, Mahardhika, Wu, Shiqian

Journal:

Evolving Systems

Year:

2016

Language:

english

File:

PDF, 707 KB

english, 2016

42

Incremental Learning of Concept Drift Using Evolving Type-2 Recurrent Fuzzy Neural Network

Pratama, Mahardhika, Lu, Jie, Lughofer, Edwin, Zhang, Guangquan, Er, Meng Joo

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2016

Language:

english

File:

PDF, 998 KB

english, 2016

43

Top–Down Sparse Fuzzy Regression Modeling from Data with Improved Coverage

Lughofer, Edwin, Kindermann, Stefan, Pratama, Mahardhika, Rubio, Jose de Jesus

Journal:

International Journal of Fuzzy Systems

Year:

2016

Language:

english

File:

PDF, 898 KB

english, 2016

44

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Sentiment classification using Comprehensive Attention Recurrent models

Zhang, Yong, Er, Meng Joo, Venkatesan, Rajasekar, Wang, Ning, Pratama, Mahardhika

Year:

2016

Language:

english

File:

PDF, 302 KB

english, 2016

45

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Evolving type-2 recurrent fuzzy neural network

Pratama, Mahardhika, Lughofer, Edwin, Er, Meng Joo, Rahayu, Wenny, Dillon, Tharam

Year:

2016

Language:

english

File:

PDF, 219 KB

english, 2016

46

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - A novel online real-time classifier for multi-label data streams

Venkatesan, Rajasekar, Er, Meng Joo, Wu, Shiqian, Pratama, Mahardhika

Year:

2016

Language:

english

File:

PDF, 435 KB

english, 2016

47

Evolving type-2 web news mining

Za’in, Choiru, Pratama, Mahardhika, Lughofer, Edwin, Anavatti, Sreenatha G.

Journal:

Applied Soft Computing

Year:

2017

Language:

english

File:

PDF, 1.72 MB

english, 2017

48

On-line Active Learning in Data Stream Regression using Uncertainty Sampling based on Evolving Generalized Fuzzy Models

Lughofer, Edwin, Pratama, Mahardhika

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2017

Language:

english

File:

PDF, 3.56 MB

english, 2017

49

[IEEE 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) - Phuket, Thailand (2016.11.13-2016.11.15)] 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) - A hybrid algorithm for efficient path planning of autonomous ground vehicles

Anavatti, Sreenatha G., Biswas, Sumana, Colvin, Jedd T., Pratama, Mahardhika

Year:

2016

Language:

english

File:

PDF, 162 KB

english, 2016

50

[IEEE 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) - Phuket, Thailand (2016.11.13-2016.11.15)] 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) - Simultaneous replanning with vectorized particle swarm optimization algorithm

Biswas, Sumana, Anavatti, Sreenatha G., Garratt, Matthew A., Pratama, Mahardhika

Year:

2016

Language:

english

File:

PDF, 430 KB

english, 2016