Selected Publications (2017-19):

    • Newton Howard, Ahsan Adeel, Mandar Gogate, Amir Hussain, A Novel Highly Energy-Efficient, Deep Cognitive Neural Network, 2019 (patent Appl. No. 62/588,210) Link
    • Adeel, Ahsan, Mandar Gogate, and Amir Hussain. "Contextual Deep Learning-based Audio-Visual Switching for Speech Enhancement in Real-world Environments." Information Fusion (2019). Link
    • Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer, Lip-Reading Driven Deep Learning Approach for Speech Enhancement, IEEE Transactions on Emerging Topics in Computational Intelligence, 2019 Link
    • Interactive Prototype Demo: Next-generation Lip-Reading Hearing Aids: Exploiting the power of contextual Big Data analytics. Link
    • Gogate, Mandar, Kia Dashtipour, Ahsan Adeel, and Amir Hussain, ASPIRE dataset, 2019. Link
    • Ahsan Adeel, Mandar Gogate, Amir Hussain, CHiME3 AV Corpus, 2019. Link 
    • Ahsan Adeel, “Role of Awareness and Universal Context in a Spiking Conscious Neural Network: A New Perspective and Future Directions”, Frontiers in Neuroscience, 2019 (Submitted, Pre-print available online). Link
    • Gogate, Mandar, Kia Dashtipour, Ahsan Adeel, and Amir Hussain. "CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement." arXiv preprint arXiv:1909.10407 (2019). Link
    • Gogate, Mandar, Kia Dashtipour, Ahsan Adeel, and Amir Hussain, AV Speech Enhancement Challenge using a Real Noisy Corpus, Arxiv, 2019. Link 
    • Cosimo Ieracitano, Ahsan Adeel, Francesco C Morabito, Amir Hussain, A Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection, Neurocomputing, 2019 (accepted for publication).
    • Shibli Nisar, Muhammad Tariq, Ahsan Adeel, Mandar Gogate, Amir Hussain, Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing, Cognitive Computation, 2019. Link
    • Ozturk, Metin, Mandar Gogate, Oluwakayode Onireti, Ahsan Adeel, Amir Hussain, and Muhammad A. Imran. "A novel deep learning driven low-cost mobility prediction approach for 5G cellular networks: The case of the Control/Data Separation Architecture (CDSA)." Neurocomputing, 2019. Link
    • Ahsan Adeel, et al. "A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management." Geological Disaster Monitoring Based on Sensor Networks, Springer, Singapore, 2019. Link
    • Ahsan Adeel, Jawad Ahmed, Amir Hussain, Real-Time Lightweight Chaotic Encryption for 5G IoT Enabled Lip-Reading Driven Hearing-Aid, Cognitive Computation, 2018 (accepted for publication/available online) Link
    • Ahsan Adeel, Hadi Larijani, and Ali Ahmadinia. "Random neural network based cognitive engines for adaptive modulation and coding in LTE downlink systems." Computers & Electrical Engineering, 2017.
    • Ahsan Adeel, Hadi Larijani, and Ali Ahmadinia. "Random neural network based novel decision making framework for optimized and autonomous power control in LTE uplink system." Elsevier Physical Communication.
    • Ahsan Adeel, Hadi Larijani, and Ali Ahmadinia. "Resource management and inter-cell-interference coordination in lte uplink system using random neural network and optimization." IEEE Access Cognitive Networking, (published).
    • Ahsan Adeel, H. Larijani, A. Ahmadinia, Impact of Learning Algorithms on Random Neural Network based Optimization for LTE-UL Systems, Network Protocols, Special Issue on Software Defined and Cognitive Networks.
    • Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain, Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection, BICS 2018
    • Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain, Exploiting Deep Learning for Persian Sentiment Analysis, BICS 2018 Imane Guellil, Ahsan Adeel, SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis, BICS 2018
    • Fengling Jiang, Bin Kong, Ahsan Adeel, Saliency Detection via Bidirectional Absorbing Markov Chain, BICS 2018
    • Gogate, Mandar, Ahsan Adeel, Ricard Marxer, Jon Barker, and Amir Hussain. "DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation, INTERSPEECH, 2018
    • GUELLIL, Imane, Ahsan Adeel,"Arabizi sentiment analysis based on transliteration and automatic corpus annotation." 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, pp. 335-341. 2018.
    • Ahsan Adeel, Mandar Gogate, Amir Hussain, Towards Next-Generation Lip-Reading Driven Hearing-Aids: A preliminary Prototype Demo, CHAT, INTERSPEECH, 2017
    • Hussain, A., Barker, J., Marxer, R., Adeel, A., Whitmer, W., Watt, R., & Derleth, P. Towards Multi-modal Hearing Aid Design and Evaluation in Realistic Audio-Visual Settings: Challenges and Opportunities, CHAT, INTERSPEECH, 2017
    • 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
    • Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Amir Hussain, Persian Named Entity Recognition, IEEE ICCIC, 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