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Amir Hussain 0001
Person information

- affiliation: Edinburgh Napier University, School of Computing, Edinburgh, UK
- affiliation (former): University of Stirling, Department of Computer Science and Mathematics, Stirling, UK
- affiliation (former): University of Dundee, Department of Applied Computing, Dundee, UK
- affiliation (PhD 1997): University of Strathclyde, Glasgow, UK
Other persons with the same name
- Amir Hussain 0002
— University of Houston, Department of Engineering Technology, Houston, TX, USA (and 2 more)
- Amir Hussain 0003
— Riphah International University, Lahore, Pakistan
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2020 – today
- 2022
- [j208]Eyad Elyan
, Amir Hussain, Aziz Sheikh, Abdelraouf A. Elmanama
, Pattaramon Vuttipittayamongkol
, Karolin Hijazi:
Antimicrobial Resistance and Machine Learning: Challenges and Opportunities. IEEE Access 10: 31561-31577 (2022) - [j207]Tahani H. Alwaneen, Aqil M. Azmi
, Hatim A. Aboalsamh, Erik Cambria
, Amir Hussain
:
Arabic question answering system: a survey. Artif. Intell. Rev. 55(1): 207-253 (2022) - [j206]Erik Cambria
, Amir Hussain:
Guest Editorial: A Decade of Sentic Computing. Cogn. Comput. 14(1): 1-4 (2022) - [j205]Yosephine Susanto, Erik Cambria
, Ng Bee Chin, Amir Hussain
:
Ten Years of Sentic Computing. Cogn. Comput. 14(1): 5-23 (2022) - [j204]Cosimo Ieracitano, Nadia Mammone, Mario Versaci, Giuseppe Varone, Abder-Rahman Ali, Antonio Armentano, Grazia Calabrese, Anna Ferrarelli, Lorena Turano, Carmela Tebala, Zain Hussain, Zakariya Sheikh, Aziz Sheikh, Giuseppe Sceni, Amir Hussain, Francesco Carlo Morabito:
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images. Neurocomputing 481: 202-215 (2022) - [j203]Zhenhong Zou
, Xinyu Zhang
, Huaping Liu, Zhiwei Li, Amir Hussain, Jun Li:
A novel multimodal fusion network based on a joint-coding model for lane line segmentation. Inf. Fusion 80: 167-178 (2022) - [j202]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain:
Improving aspect-level sentiment analysis with aspect extraction. Neural Comput. Appl. 34(11): 8333-8343 (2022) - [j201]Xiaoshi Zhong, Erik Cambria, Amir Hussain:
Does semantics aid syntax? An empirical study on named entity recognition and classification. Neural Comput. Appl. 34(11): 8373-8384 (2022) - [j200]Muhammad Usman Yaseen
, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain
:
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks. Pattern Recognit. 121: 108207 (2022) - [j199]Giuseppe Varone, Wadii Boulila
, Michele Lo Giudice
, Bilel Benjdira
, Nadia Mammone
, Cosimo Ieracitano
, Kia Dashtipour
, Sabrina Neri, Sara Gasparini, Francesco Carlo Morabito
, Amir Hussain
, Umberto Aguglia
:
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. Sensors 22(1): 129 (2022) - [j198]Kia Dashtipour, Mandar Gogate, Alexander F. Gelbukh, Amir Hussain:
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis. Soc. Netw. Anal. Min. 12(1): 9 (2022) - [i49]Tassadaq Hussain, Wei-Chien Wang, Mandar Gogate, Kia Dashtipour, Yu Tsao, Xugang Lu, Ahsan Adeel, Amir Hussain:
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement. CoRR abs/2201.09913 (2022) - [i48]Usman Anwar, Tughrul Arslan, Amir Hussain:
Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors. CoRR abs/2202.03973 (2022) - [i47]Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain:
A Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning for Hearing-Assistive Technologies. CoRR abs/2202.04172 (2022) - [i46]Leandro Aparecido Passos, João Paulo Papa, Amir Hussain, Ahsan Adeel:
A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement. CoRR abs/2202.04528 (2022) - [i45]Shahid M. Ali, Sovuthy Cheab, Sima Noghanian, Qammer H. Abbasi, Tatjana Asenova, Peter Derleth, Alex Casson, Tughrul Arslan, Amir Hussain:
Design of Flexible Meander Line Antenna for Healthcare for Wireless Medical Body Area Networks. CoRR abs/2202.05166 (2022) - [i44]Awais Aziz Shah, Ahsan Adeel, Jawad Ahmad, Ahmed Yassin Al-Dubai, Mandar Gogate, Abhijeet Bishnu, Muhammad Diyan, Tassadaq Hussain, Kia Dashtipour, Tharm Ratnarajah, Amir Hussain:
A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids. CoRR abs/2202.05662 (2022) - [i43]Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain:
A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning. CoRR abs/2202.05756 (2022) - [i42]Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Zhenxing Niu, Amir Hussain:
Towards Simple and Accurate Human Pose Estimation with Stair Network. CoRR abs/2202.09115 (2022) - 2021
- [j197]Mohammed Ahmed El-Affendi
, Khawla Alrajhi, Amir Hussain:
A Novel Deep Learning-Based Multilevel Parallel Attention Neural (MPAN) Model for Multidomain Arabic Sentiment Analysis. IEEE Access 9: 7508-7518 (2021) - [j196]M. Shamim Kaiser, Mufti Mahmud
, Manan Binth Taj Noor
, Nusrat Zerin Zenia
, Shamim Al Mamun
, K. M. Abir Mahmud
, Saiful Azad
, V. N. Manjunath Aradhya
, Punitha Stephan
, Thompson Stephan
, Ramani Kannan
, Mohammed Hanif
, Tamanna Sharmeen
, Tianhua Chen
, Amir Hussain
:
iWorksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings. IEEE Access 9: 13814-13828 (2021) - [j195]Najoua Rahal
, Maroua Tounsi, Amir Hussain
, Adel M. Alimi
:
Deep Sparse Auto-Encoder Features Learning for Arabic Text Recognition. IEEE Access 9: 18569-18584 (2021) - [j194]Majed Alkhamees
, Saleh Alsaleem, Muhammad Al-Qurishi, Majed A. AlRubaian, Amir Hussain
:
User trustworthiness in online social networks: A systematic review. Appl. Soft Comput. 103: 107159 (2021) - [j193]Amir Hussain, Marios M. Polycarpou, Xin Yao:
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports]. IEEE Comput. Intell. Mag. 16(1): 15-98 (2021) - [j192]Ishleen Kaur, M. N. Doja, Tanvir Ahmad, Musheer Ahmad
, Amir Hussain
, Ahmed Nadeem, Ahmed A. Abd El-Latif:
An Integrated Approach for Cancer Survival Prediction Using Data Mining Techniques. Comput. Intell. Neurosci. 2021: 6342226:1-6342226:14 (2021) - [j191]Mufti Mahmud
, M. Shamim Kaiser, T. Martin McGinnity, Amir Hussain:
Deep Learning in Mining Biological Data. Cogn. Comput. 13(1): 1-33 (2021) - [j190]Abhinaba Roy, Biplab Banerjee, Amir Hussain
, Soujanya Poria
:
Discriminative Dictionary Design for Action Classification in Still Images and Videos. Cogn. Comput. 13(3): 698-708 (2021) - [j189]Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo:
Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis. Cogn. Comput. 13(4): 785-786 (2021) - [j188]Haochuan Jiang
, Kaizhu Huang
, Rui Zhang, Amir Hussain:
Style-Neutralized Pattern Classification Based on Adversarially Trained Upgraded U-Net. Cogn. Comput. 13(4): 845-858 (2021) - [j187]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah
, Imed Romdhani, Amir Hussain
:
Big data and IoT-based applications in smart environments: A systematic review. Comput. Sci. Rev. 39: 100318 (2021) - [j186]Rami Ahmed, Mandar Gogate, Ahsen Tahir
, Kia Dashtipour
, Bassam Naji Al-Tamimi, Ahmad Y. A. Hawalah, Mohammed Ahmed El-Affendi
, Amir Hussain
:
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts. Entropy 23(3): 340 (2021) - [j185]Kia Dashtipour
, Mandar Gogate, Ahsan Adeel, Hadi Larijani
, Amir Hussain
:
Sentiment Analysis of Persian Movie Reviews Using Deep Learning. Entropy 23(5): 596 (2021) - [j184]Summrina Kanwal
, Amir Hussain, Kaizhu Huang
:
Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers. Expert Syst. Appl. 165: 113834 (2021) - [j183]Kia Dashtipour
, William Taylor, Shuja Ansari, Mandar Gogate, Adnan Zahid, Yusuf A. Sambo, Amir Hussain, Qammer H. Abbasi, Muhammad Ali Imran
:
Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media. Frontiers Big Data 4: 640868 (2021) - [j182]Cosimo Ieracitano, Annunziata Paviglianiti, Maurizio Campolo, Amir Hussain, Eros Pasero
, Francesco Carlo Morabito
:
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers. IEEE CAA J. Autom. Sinica 8(1): 64-76 (2021) - [j181]Cosimo Ieracitano, Francesco Carlo Morabito, Amir Hussain, Nadia Mammone:
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources. Int. J. Neural Syst. 31(9): 2150038:1-2150038:20 (2021) - [j180]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive dialogue understanding: The baselines and negative results. Neurocomputing 431: 47-56 (2021) - [j179]Zhengzheng Tu, Ajian Zhou, Chuang Gan, Bo Jiang, Amir Hussain
, Bin Luo:
A novel domain activation mapping-guided network (DA-GNT) for visual tracking. Neurocomputing 449: 443-454 (2021) - [j178]Kia Dashtipour, Mandar Gogate, Erik Cambria
, Amir Hussain:
A novel context-aware multimodal framework for persian sentiment analysis. Neurocomputing 457: 377-388 (2021) - [j177]Guanyu Yang, Kaizhu Huang
, Rui Zhang, John Yannis Goulermas, Amir Hussain:
Coarse-grained generalized zero-shot learning with efficient self-focus mechanism. Neurocomputing 463: 400-410 (2021) - [j176]Chenwei Cui, Liangfu Lu, Zhiyuan Tan, Amir Hussain
:
Conceptual text region network: Cognition-inspired accurate scene text detection. Neurocomputing 464: 252-264 (2021) - [j175]Segun Taofeek Aroyehun, Jason Angel, Navonil Majumder, Alexander F. Gelbukh, Amir Hussain:
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification. Neurocomputing 464: 421-431 (2021) - [j174]Jingyu Li, Fengling Jiang, Jing Yang, Bin Kong, Mandar Gogate, Kia Dashtipour, Amir Hussain:
Lane-DeepLab: Lane semantic segmentation in automatic driving scenarios for high-definition maps. Neurocomputing 465: 15-25 (2021) - [j173]Zhenyu Yue, Fei Gao, Qingxu Xiong, Jinping Sun, Amir Hussain, Huiyu Zhou:
A novel few-shot learning method for synthetic aperture radar image recognition. Neurocomputing 465: 215-227 (2021) - [j172]Abdulrahman I. Al-Ghadir, Aqil M. Azmi
, Amir Hussain:
A novel approach to stance detection in social media tweets by fusing ranked lists and sentiments. Inf. Fusion 67: 29-40 (2021) - [j171]Amir Hussain
, Erik Cambria
, Soujanya Poria, Ahmad Y. A. Hawalah, Francisco Herrera:
Information fusion for affective computing and sentiment analysis. Inf. Fusion 71: 97-98 (2021) - [j170]Besma Rabhi
, Abdelkarim Elbaati, Houcine Boubaker, Yahia Hamdi, Amir Hussain, Adel M. Alimi
:
Multi-lingual character handwriting framework based on an integrated deep learning based sequence-to-sequence attention model. Memetic Comput. 13(4): 459-475 (2021) - [j169]Shufei Zhang, Kaizhu Huang
, Zhuang Qian, Rui Zhang, Amir Hussain
:
Improving generative adversarial networks with simple latent distributions. Neural Comput. Appl. 33(20): 13193-13203 (2021) - [j168]Uzma Farooq, Mohd Shafry Mohd Rahim, Nabeel Sabir, Amir Hussain
, Adnan Abid
:
Advances in machine translation for sign language: approaches, limitations, and challenges. Neural Comput. Appl. 33(21): 14357-14399 (2021) - [j167]Giuseppe Varone, Zain U. Hussain
, Zakariya Sheikh
, Adam Howard, Wadii Boulila
, Mufti Mahmud
, Newton Howard
, Francesco Carlo Morabito
, Amir Hussain
:
Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures. Sensors 21(2): 637 (2021) - [j166]Shuyi Qu, Kaizhu Huang
, Amir Hussain
, Yannis Goulermas:
A Multipath Fusion Strategy Based Single Shot Detector. Sensors 21(4): 1360 (2021) - [j165]Muhamed Wael Farouq, Wadii Boulila
, Zain U. Hussain
, Asrar Rashid, Moiz Ali Shah
, Sajid Hussain, Nathan Ng
, Dominic Ng, Haris Hanif, M. Guftar Shaikh
, Aziz Sheikh, Amir Hussain
:
A Novel Coupled Reaction-Diffusion System for Explainable Gene Expression Profiling. Sensors 21(6): 2190 (2021) - [j164]William Taylor
, Kia Dashtipour
, Syed Aziz Shah
, Amir Hussain
, Qammer H. Abbasi
, Muhammad Ali Imran
:
Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning. Sensors 21(11): 3881 (2021) - [j163]Tahira Nazir
, Marriam Nawaz, Junaid Rashid
, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon
, Amir Hussain
:
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model. Sensors 21(16): 5283 (2021) - [j162]Mehvish Fatima
, Muhammad Wasif Nisar, Junaid Rashid
, Jungeun Kim, Muhammad Kamran
, Amir Hussain
:
A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds. Sensors 21(22): 7647 (2021) - [j161]Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Fodil Benali, Ala-Eddine Hachani, Kia Dashtipour
, Mandar Gogate, Cosimo Ieracitano, Reza Kashani, Amir Hussain:
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect. SN Comput. Sci. 2(2): 118 (2021) - [j160]Jun Tu
, Fei Gao
, Jinping Sun
, Amir Hussain, Huiyu Zhou:
Airport Detection in SAR Images Via Salient Line Segment Detector and Edge-Oriented Region Growing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 314-326 (2021) - [j159]Yishan He
, Fei Gao
, Jun Wang, Amir Hussain
, Erfu Yang
, Huiyu Zhou:
Learning Polar Encodings for Arbitrary-Oriented Ship Detection in SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3846-3859 (2021) - [j158]Fei Gao
, Yiyang Huo
, Jun Wang
, Amir Hussain, Huiyu Zhou
:
Anchor-Free SAR Ship Instance Segmentation With Centroid-Distance Based Loss. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11352-11371 (2021) - [j157]Ahsan Adeel
, Mandar Gogate, Amir Hussain, William M. Whitmer:
Lip-Reading Driven Deep Learning Approach for Speech Enhancement. IEEE Trans. Emerg. Top. Comput. Intell. 5(3): 481-490 (2021) - [i41]Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain:
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis. CoRR abs/2103.02636 (2021) - [i40]Chenwei Cui, Liangfu Lu, Zhiyuan Tan, Amir Hussain:
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection. CoRR abs/2103.09179 (2021) - [i39]Zhenhong Zou, Xinyu Zhang, Huaping Liu, Zhiwei Li, Amir Hussain, Jun Li:
A novel multimodal fusion network based on a joint coding model for lane line segmentation. CoRR abs/2103.11114 (2021) - [i38]Yishan He, Fei Gao, Jun Wang, Amir Hussain, Erfu Yang, Huiyu Zhou:
Learning Polar Encodings for Arbitrary-Oriented Ship Detection in SAR Images. CoRR abs/2103.13151 (2021) - [i37]Danilo Comminiello, Alireza Nezamdoust, Simone Scardapane, Michele Scarpiniti, Amir Hussain, Aurelio Uncini:
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling. CoRR abs/2104.09641 (2021) - [i36]Indro Spinelli, Simone Scardapane, Amir Hussain, Aurelio Uncini:
Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning. CoRR abs/2104.14210 (2021) - [i35]Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain:
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks. CoRR abs/2106.15329 (2021) - [i34]Kai Yao, Kaizhu Huang, Jie Sun, Amir Hussain, Curran Jude:
PointNu-Net: Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification in the Clinical Wild. CoRR abs/2111.01557 (2021) - [i33]Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Amir Hussain:
Towards Intelligibility-Oriented Audio-Visual Speech Enhancement. CoRR abs/2111.09642 (2021) - [i32]Mandar Gogate, Kia Dashtipour, Amir Hussain:
Towards Robust Real-time Audio-Visual Speech Enhancement. CoRR abs/2112.09060 (2021) - 2020
- [j156]Shujaat Ali Khan Tanoli, Syed Aziz Shah
, Muhammad Bilal Khan, Faiza Nawaz, Amir Hussain, Ahmed Yassin Al-Dubai
, Imran Khan, Syed Yaseen Shah, Ayoub Alsarhan
:
Impact of Relay Location of STANC Bi-Directional Transmission for Future Autonomous Internet of Things Applications. IEEE Access 8: 29395-29406 (2020) - [j155]Lotfi Farah, Amir Hussain, Abdelfateh Kerrouche
, Cosimo Ieracitano
, Jamil Ahmad, Mufti Mahmud
:
A Highly-Efficient Fuzzy-Based Controller With High Reduction Inputs and Membership Functions for a Grid-Connected Photovoltaic System. IEEE Access 8: 163225-163237 (2020) - [j154]Amjad Ullah, Jingpeng Li, Amir Hussain:
Design and evaluation of a biologically-inspired cloud elasticity framework. Clust. Comput. 23(4): 3095-3117 (2020) - [j153]Xinyu Zhang, Mo Zhou, Huaping Liu
, Amir Hussain:
A Cognitively Inspired System Architecture for the Mengshi Cognitive Vehicle. Cogn. Comput. 12(1): 140-149 (2020) - [j152]Ahsan Adeel
, Jawad Ahmad
, Hadi Larijani, Amir Hussain:
A Novel Real-Time, Lightweight Chaotic-Encryption Scheme for Next-Generation Audio-Visual Hearing Aids. Cogn. Comput. 12(3): 589-601 (2020) - [j151]Ranjan Satapathy, Erik Cambria
, Andrea Nanetti, Amir Hussain:
A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond. Cogn. Comput. 12(4): 778-792 (2020) - [j150]Xiaoshi Zhong
, Erik Cambria
, Amir Hussain:
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes. Cogn. Comput. 12(4): 844-862 (2020) - [j149]Daniel Molina
, Javier Poyatos, Javier Del Ser, Salvador García
, Amir Hussain, Francisco Herrera:
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations. Cogn. Comput. 12(5): 897-939 (2020) - [j148]Xuejie Zhang, Yan Xu, Andrew K. Abel
, Leslie S. Smith
, Roger Watt, Amir Hussain
, Chengxiang Gao:
Visual Speech Recognition with Lightweight Psychologically Motivated Gabor Features. Entropy 22(12): 1367 (2020) - [j147]Newton Howard, Naima Chouikhi, Ahsan Adeel, Katelyn Dial
, Adam Howard, Amir Hussain:
BrainOS: A Novel Artificial Brain-Alike Automatic Machine Learning Framework. Frontiers Comput. Neurosci. 14: 16 (2020) - [j146]Kia Dashtipour, Mandar Gogate, Jingpeng Li, Fengling Jiang, Bin Kong, Amir Hussain:
A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks. Neurocomputing 380: 1-10 (2020) - [j145]Simone Totaro, Amir Hussain, Simone Scardapane
:
A non-parametric softmax for improving neural attention in time-series forecasting. Neurocomputing 381: 177-185 (2020) - [j144]Cosimo Ieracitano
, Ahsan Adeel, Francesco Carlo Morabito
, Amir Hussain:
A novel statistical analysis and autoencoder driven intelligent intrusion detection approach. Neurocomputing 387: 51-62 (2020) - [j143]Fei Ma
, Fei Gao, Jun Wang, Amir Hussain, Huiyu Zhou
:
A novel biologically-inspired target detection method based on saliency analysis for synthetic aperture radar (SAR) imagery. Neurocomputing 402: 66-79 (2020) - [j142]Qiu-Feng Wang
, Kai Yao, Rui Zhang, Amir Hussain, Kaizhu Huang
:
Improving deep neural network performance by integrating kernelized Min-Max objective. Neurocomputing 408: 82-90 (2020) - [j141]Ahsan Adeel, Mandar Gogate, Amir Hussain:
Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments. Inf. Fusion 59: 163-170 (2020) - [j140]Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain:
CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement. Inf. Fusion 63: 273-285 (2020) - [j139]Cosimo Ieracitano
, Nadia Mammone
, Amir Hussain
, Francesco Carlo Morabito
:
A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia. Neural Networks 123: 176-190 (2020) - [j138]Kaizhu Huang
, Shufei Zhang
, Rui Zhang, Amir Hussain:
Novel deep neural network based pattern field classification architectures. Neural Networks 127: 82-95 (2020) - [j137]Fangzhou Xiong
, Zhiyong Liu, Kaizhu Huang
, Xu Yang, Hong Qiao, Amir Hussain
:
Encoding primitives generation policy learning for robotic arm to overcome catastrophic forgetting in sequential multi-tasks learning. Neural Networks 129: 163-173 (2020) - [j136]Fei Gao
, Yishan He
, Jun Wang, Amir Hussain
, Huiyu Zhou:
Anchor-free Convolutional Network with Dense Attention Feature Aggregation for Ship Detection in SAR Images. Remote. Sens. 12(16): 2619 (2020) - [j135]Rongjun Chen
, Yongxing Yu
, Jiangtao Chen, Yongbin Zhong, Huimin Zhao, Amir Hussain
, Hong-Zhou Tan:
Customized 2D Barcode Sensing for Anti-Counterfeiting Application in Smart IoT with Fast Encoding and Information Hiding. Sensors 20(17): 4926 (2020) - [j134]Zhenyu Yue
, Fei Gao
, Qingxu Xiong
, Jun Wang, Amir Hussain, Huiyu Zhou:
A Novel Attention Fully Convolutional Network Method for Synthetic Aperture Radar Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4585-4598 (2020) - [j133]Simone Scardapane
, Steven Van Vaerenbergh
, Amir Hussain
, Aurelio Uncini:
Complex-Valued Neural Networks With Nonparametric Activation Functions. IEEE Trans. Emerg. Top. Comput. Intell. 4(2): 140-150 (2020) - [j132]Jinchang Ren
, Yijun Yan
, Huimin Zhao
, Ping Ma
, Jaime Zabalza
, Zain U. Hussain
, Shaoming Luo, Qingyun Dai, Sophia Zhao, Aziz Sheikh, Amir Hussain, Huakang Li:
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19. IEEE J. Biomed. Health Informatics 24(12): 3551-3563 (2020) - [j131]Ayoub Alsarhan
, Yousef Kilani
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Amir Hussain:
Novel Fuzzy and Game Theory Based Clustering and Decision Making for VANETs. IEEE Trans. Veh. Technol. 69(2): 1568-1581 (2020) - [c151]Najwa Kouka, Raja Fdhila, Amir Hussain
, Adel M. Alimi
:
Dynamic Multi Objective Particle Swarm optimization with Cooperative Agents. CEC 2020: 1-8 - [c150]Mandar Gogate, Kia Dashtipour, Peter Bell, Amir Hussain:
Deep Neural Network Driven Binaural Audio Visual Speech Separation. IJCNN 2020: 1-7 - [c149]Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
:
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. IJCNN 2020: 1-8 - [c148]Mandar Gogate, Kia Dashtipour, Amir Hussain:
Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System. INTERSPEECH 2020: 4521-4525 - [c147]Guanyu Yang, Kaizhu Huang
, Rui Zhang, John Yannis Goulermas, Amir Hussain
:
Inductive Generalized Zero-Shot Learning with Adversarial Relation Network. ECML/PKDD (2) 2020: 724-739 - [e9]Jinchang Ren
, Amir Hussain
, Huimin Zhao
, Kaizhu Huang
, Jiangbin Zheng
, Jun Cai
, Rongjun Chen
, Yinyin Xiao
:
Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Guangzhou, China, July 13-14, 2019, Proceedings. Lecture Notes in Computer Science 11691, Springer 2020, ISBN 978-3-030-39430-1 [contents] - [i31]Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera:
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations. CoRR abs/2002.08136 (2020) - [i30]Mufti Mahmud, M. Shamim Kaiser, Amir Hussain:
Deep Learning in Mining Biological Data. CoRR abs/2003.00108 (2020) - [i29]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency:
Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR abs/2005.06607 (2020) - [i28]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR abs/2011.09954 (2020)
2010 – 2019
- 2019
- [j130]Farrukh Aslam Khan
, Abdu Gumaei
, Abdelouahid Derhab, Amir Hussain:
TSDL: A Two-Stage Deep Learning Model for Efficient Network Intrusion Detection. IEEE Access 7: 30373-30385 (2019) - [j129]Muhamed Wael Farouq, Wadii Boulila
, Medhat Mohamed Ahmed Abdelaal, Amir Hussain, Abdel-Badeeh Mohamed Salem:
A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer. IEEE Access 7: 37141-37150 (2019) - [j128]Muhammad Usama
, Junaid Qadir
, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau
, Yehia Elkhatib
, Amir Hussain, Ala I. Al-Fuqaha
:
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. IEEE Access 7: 65579-65615 (2019) - [j127]Mingchen Feng
, Jiangbin Zheng, Jinchang Ren, Amir Hussain
, Xiuxiu Li, Yue Xi
, Qiaoyuan Liu
:
Big Data Analytics and Mining for Effective Visualization and Trends Forecasting of Crime Data. IEEE Access 7: 106111-106123 (2019) - [j126]Fei Gao, Wei Shi
, Jun Wang, Amir Hussain, Huiyu Zhou
:
A Semi-Supervised Synthetic Aperture Radar (SAR) Image Recognition Algorithm Based on an Attention Mechanism and Bias-Variance Decomposition. IEEE Access 7: 108617-108632 (2019) - [j125]Fei Gao, Qiuyang Liu
, Jinping Sun
, Amir Hussain, Huiyu Zhou:
Integrated GANs: Semi-Supervised SAR Target Recognition. IEEE Access 7: 113999-114013 (2019) - [j124]