Dr. Adeel holds B. Eng. (Hons), MSc (EEE) and PhD (Cognitive Computing) degrees. He is an EPSRC/MRC Research Fellow at the University of Stirling, and also a Visiting Fellow at MIT Synthetic Intelligence Lab and Computational Neuroscience Lab (University of Oxford). His ongoing multidisciplinary research aims to explore and exploit the power of advanced AI to design unorthodox brain-inspired cognitive computing architectures by integrating suitable deep machine learning, reasoning, and optimization algorithms. Specifically, his focused approaches include biophysical and hardware-efficient neural models, explainable artificial intelligence, information processing in neurodegenerative diseases, real-time optimized resource management, multimodal brain-inspired fusion, natural language processing, context-aware/autonomous decision-making, low power deep machine learning, 5G IoT devices, and neuromorphic chips. Adeel aims to demonstrate the usefulness of advanced ICT and AI technologies to society.
Research Interests: • Cognitive neuroscience • Brain-inspired cognitive computing architectures • Low power cognitive IoT devices and neuromorphic chips • Hyperspectral imaging (HSI) driven deep learning • Big Data analytics • Multimodal, context-aware, brain-inspired fusion • Modelling and optimization of complex/dynamic systems. • Context-aware, fast, and autonomous decision-making algorithms. • Cognitive/self-organizing cloud-based systems. • Online optimal parameters adaptation. • Autonomous and robust neural network-based cognitive controllers. • Designing improved deep machine learning techniques. • GPU programming for high performance computing.
Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer, Lip-Reading Driven Deep Learning Approach for Speech Enhancement, The IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2018
Ahsan Adeel, Mandar Gogate, Saadullah Farooq, Cosimo Ieracitano, Kia Dashtipour, Amir Hussain, Hadi Larijani, A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management, Springer Geological Disaster Monitoring based on Sensor Networks, 2018
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain, DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation, INTERSPEECH'18
Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza and Amir Hussain, Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection, BICS 2018
Shibli Nisar, Muhammad Tariq, Ahsan Adeel, Mandar Gogate, Amir Hussain, Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing, Cognitive Computation, 2018
Imane Guellil, Ahsan Adeel, Azouaou Faical and Amir Hussain, SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis, BICS 2018
Fengling Jiang, Bin Kong, Ahsan Adeel and Amir Hussain, Saliency Detection via Bidirectional Absorbing Markov Chain, BICS 2018
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani and Amir Hussain, Exploiting Deep Learning for Persian Sentiment Analysis, BICS 2018
Mandar Gogate, Ahsan Adeel and Amir Hussain, A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition , IEEE Symposium Series on Computational Intelligence, SSCI 2017
Mandar Gogate, Ahsan Adeel and Amir Hussain, Deep Learning Driven Multimodal Fusion For Automated Deception Detection, IEEE Symposium Series on Computational Intelligence, SSCI 2017
Ahsan Adeel, Mandar Gogate, Amir Hussain, Towards Next-Generation Lip-Reading Driven Hearing-Aids: A preliminary Prototype Demo, CHAT, Interspeech, 2017
Amir Hussain, Jon Barker, Ricard Marxer, Ahsan Adeel, William Whitmer, Roger Watt, Peter Derleth, Towards Multi-modal Hearing Aid Design and Evaluation in Realistic Audio-Visual Settings: Challenges and Opportunities, CHAT, Interspeech, 2017
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Amir Hussain and Abdulrahman Alqarafi, Comparative Study of Persian Sentiment Analysis based on different Feature Combinations, CSPS 2017
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Amir Hussain, Abdulrahman Algarafi, Persian Named Entity Recognition, IEEE ICCIC, 2017
L.Ali, A. Hussain, S.Kanwal, A. Adeel, Zain U. Hussain, Moiz Ali Shah, Newton Howard, A.A. Shah, U. Sudhakar, Khaled Khelil, A Computational Intelligence based CAD System for Hepatocellular Carcinoma Diagnosis, IEEE ICCIC, 2017
L.Ali, A. Hussain, S.Kanwal, A. Adeel, Zain U. Hussain, Moiz Ali Shah, Newton Howard, A.A. Shah, U. Sudhakar, Khaled Khelil, Towards Computer Aided Diagnosis System for Hepatocellular Carcinoma (HCC) early detection, diagnosis and classification using LESH Features, CSPS 2017
Abdulrahman Alqarafi, Ahsan Adeel, Mandar Gogate, Kia Dashtipour and Amir Hussain , Toward Arabic Multi-modal Sentiment Analysis, CSPS 2017
Ahsan Adeel, Mandar Gogate, Amir Hussain, A Novel Deep Learning based Lip-Reading Derived Wiener Filtering For Speech Enhancement, IEEE transaction on audio, speech, and language processing, 2017.
Ashraya Shiva, Ahsan Adeel, Amir Hussain, Exploiting Audio Visual Information in Hearing-Aids: A Critical Review including Cognitive, Neurobiological and Behavioral Perspectives, and Future Directions, 2017
Adeel, H. Larijani, A. Ahmadinia, "Random neural network based cognitive engines for adaptive modulation and coding in LTE downlink systems", Computers & Electrical Engineering, 2016.
Adeel, H. Larijani, A. Ahmadinia, Resource Management and Inter-Cell-Interference Coordination using Random Neural Network and Optimization, Access, IEEE Journal, Special Section in Artificial Intelligence Enabled Networking, 2015.
Adeel, H. Larijani, A. Ahmadinia, Random Neural Network based novel decision making framework for optimized and autonomous power control in LTE uplink system, Elsevier Journal-Physical Communication, 2015: Special Issue on Self-optimizing Cognitive Radio Technologies
Adeel, H. Larijani, A. Ahmadinia, Online Adaptive Modulation and Coding for MIMO-OFDM wireless systems using Random Neural Networks, Elsevier Special issue on Advanced Computing in Networking and Intelligent Systems
Adeel, H. Larijani, A. Ahmadinia, Impact of Learning Algorithms on Random Neural Network based Optimization for LTE-UL Systems, Journal of Network Protocols and Algorithms, 2015, Special Issue on Software Defined and Context Aware Cognitive Networks.
Adeel, H. Larijani, A. Ahmadinia, Random neural network based cognitive-eNodeB deployment in LTE uplink, IEEE GLOBECOM 2015: Cognitive Radio and Wireless Networks
Adeel, H. Larijani, A. Ahmadinia, Random neural network based power controller for inter-cell interference coordination in LTE- uplink, IEEE ICC 2015 Workshop on Advances in Software Defined and Context Aware Cognitive Networks, 2015
Adeel, H. Larijani, A. Ahmadinia, Critical analysis of learning algorithms in random neural network based cognitive engine for LTE systems, IEEE Vehicular Technology Conference (VTC), 2015
Adeel, H. Larijani, A. Ahmadinia, Performance analysis of random neural networks in LTE uplink of a cognitive radio system, IEEE International Workshop on Cognitive Cellular Systems, 2014.
Adeel, H. Larijani, A. Ahmadinia, Efficient use of random neural networks for cognitive radio system in LTE, IEEE International Symposium on Wireless Communication Systems 2014.
Adeel, H. Larijani, A. Ahmadinia, Performance Analysis of Artificial Neural Network-Based Learning Schemes for Cognitive Radio Systems in LTE, Advanced Information Networking and Applications Workshops, 2014
Adeel, H. Larijani, A. Ahmadinia, Targeting high value customers under resource constraints: Genetic algorithm based optimization with random neural networks, Elsevier-Journal of Interactive Marketing, 2015
Adeel, Shahid Mehmood, Mian Hammad Nazir, PAPR and Bandwidth Analysis of SISO-OFDM/WOFDM and MIMO OFDM/WOFDM (WiMAX) for Multipath fading channel, International Journal of Computer Applications, Foundation of Computer Science, 2012
Nazir, Mian Hammad, Shahid Mehmood, Nathirulla Sheriff, and Ahsan Adeel, Improved Efficient RFID Tag Estimation Scheme, International Journal of Computer Applications, Foundation of Computer Science, 2012
A.Adeel, Raed A. Abd-Alhameed, O. Anoh, Performance comparison of OFDM and Wavelet Based OFDM for Multi-path fading channel, Fourth International Conference on Internet Technologies (ITA 11), 2011