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Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning


Apr 29, 2021
Indro Spinelli, Simone Scardapane, Amir Hussain, Aurelio Uncini

* Submitted to a journal for the peer-review process 

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A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling


Apr 19, 2021
Danilo Comminiello, Alireza Nezamdoust, Simone Scardapane, Michele Scarpiniti, Amir Hussain, Aurelio Uncini

* This work has been submitted to the IEEE Transactions on Systems, Man, and Cybernetics: Systems for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning Polar Encodings for Arbitrary-Oriented Ship Detection in SAR Images


Mar 24, 2021
Yishan He, Fei Gao, Jun Wang, Amir Hussain, Erfu Yang, Huiyu Zhou


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A novel multimodal fusion network based on a joint coding model for lane line segmentation


Mar 20, 2021
Zhenhong Zou, Xinyu Zhang, Huaping Liu, Zhiwei Li, Amir Hussain, Jun Li


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Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection


Mar 16, 2021
Chenwei Cui, Liangfu Lu, Zhiyuan Tan, Amir Hussain

* Preprint submitted to Neurocomputing 

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A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis


Mar 03, 2021
Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain

* Accepted in Neurocomputing 

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Persuasive Dialogue Understanding: the Baselines and Negative Results


Nov 22, 2020
Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria

* 12 pages, 5 figures 

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Discriminative Dictionary Design for Action Classification in Still Images and Videos


Jun 06, 2020
Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria


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Improving Aspect-Level Sentiment Analysis with Aspect Extraction


May 03, 2020
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander Gelbukh, Amir Hussain, Louis-Philippe Morency


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Deep Learning in Mining Biological Data


Feb 28, 2020
Mufti Mahmud, M Shamim Kaiser, Amir Hussain

* 36 pages, 8 figures, and 6 tables 

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Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations


Feb 20, 2020
Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera

* 76 pages, 6 figures 

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AV Speech Enhancement Challenge using a Real Noisy Corpus


Sep 30, 2019
Mandar Gogate, Ahsan Adeel, Kia Dashtipour, Peter Derleth, Amir Hussain

* arXiv admin note: substantial text overlap with arXiv:1909.10407 

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A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks


Sep 30, 2019
Kia Dashtipour, Mandar Gogate, Jingpeng Li, Fengling Jiang, Bin Kong, Amir Hussain

* Accepted in Neurocomputing, Demo available at: https://cogbid.napier.ac.uk/demo/persian-sentiment-analysis/ 

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CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement


Sep 23, 2019
Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain

* 34 pages, 11 figures, Submitted to Information Fusion 

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Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments


Aug 28, 2018
Ahsan Adeel, Mandar Gogate, Amir Hussain

* 16 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:1808.00046 

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Saliency Detection via Bidirectional Absorbing Markov Chain


Aug 25, 2018
Fengling Jiang, Bin Kong, Ahsan Adeel, Yun Xiao, Amir Hussain

* To appear in the 9th International Conference on Brain Inspired Cognitive Systems (BICS 2018) 

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SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis


Aug 15, 2018
Imane Guellil, Ahsan Adeel, Faical Azouaou, Amir Hussain

* To appear in the 9th International Conference on Brain Inspired Cognitive Systems (BICS 2018) 

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Exploiting Deep Learning for Persian Sentiment Analysis


Aug 15, 2018
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain

* To appear in the 9th International Conference on Brain Inspired Cognitive Systems (BICS 2018) 

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DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation


Jul 31, 2018
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain

* Accepted for Interspeech 2018, 5 pages, 4 figures 

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Lip-Reading Driven Deep Learning Approach for Speech Enhancement


Jul 31, 2018
Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer

* 11 pages, 13 figures 

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Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines


Mar 19, 2018
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander Gelbukh

* Cognitive Computation. arXiv admin note: substantial text overlap with arXiv:1707.09538 

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Complex-valued Neural Networks with Non-parametric Activation Functions


Feb 22, 2018
Simone Scardapane, Steven Van Vaerenbergh, Amir Hussain, Aurelio Uncini

* Submitted to IEEE Transactions on Emerging Topics in Computational Intelligence 

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A Brain-Inspired Trust Management Model to Assure Security in a Cloud based IoT Framework for Neuroscience Applications


Jan 11, 2018
Mufti Mahmud, M. Shamim Kaiser, M. Mostafizur Rahman, M. Arifur Rahman, Antesar Shabut, Shamim Al-Mamun, Amir Hussain

* Cognitive Computation, 2018 
* 17 pages, 10 figures, 2 tables 

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Applications of Deep Learning and Reinforcement Learning to Biological Data


Jan 07, 2018
Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli

* 33 pages, 5 figures, 1 table, survey paper, IEEE Trans. Neural Netw. Learn. Syst., 2018 

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Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges


Sep 19, 2017
Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala Al-Fuqaha


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A novel agent-based simulation framework for sensing in complex adaptive environments


Aug 19, 2017
Muaz A. Niazi, Amir Hussain

* IEEE Sensors Journal 11.2 (2011): 404-412 
* 8 pages 

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Agent-based computing from multi-agent systems to agent-based Models: a visual survey


Aug 19, 2017
Muaz A. Niazi, Amir Hussain

* Scientometrics 89.2 (2011): 479 
* 30 pages, 11 figures, 9 tables 

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Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) approach


Aug 08, 2017
Muaz A. Niazi, Amir Hussain, Mario Kolberg

* 7 pages, 5 figures, cite as Muaz Niazi, Amir Hussain and Mario Kolberg , Verification and Validation of Agent-Based Simulation using the VOMAS approach, Proceedings of the Third Workshop on Multi-Agent Systems and Simulation'09 (MASS '09), as part of MALLOW 09, Sep 7-11, 2009, Torino, Italy 

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Agent based Tools for Modeling and Simulation of Self-Organization in Peer-to-Peer, Ad-Hoc and other Complex Networks


Aug 04, 2017
Muaz A. Niazi, Amir Hussain

* IEEE Communications Magazine, 47(3), 163 - 173 (2009) 
* 20 pages, 6 figures 

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Benchmarking Multimodal Sentiment Analysis


Jul 29, 2017
Erik Cambria, Devamanyu Hazarika, Soujanya Poria, Amir Hussain, R. B. V. Subramaanyam

* Accepted in CICLing 2017 

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