Assoc. Prof. in Artificial Intelligence
Computing Science and Mathematics - Division University of Stirling, Stirling, FK9 4LA
Home page: http://cmilab.org/dr_ahsan_adeel.html
Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System
Gupta A, Bishnu A, Ratnarajah T, Adeel A, Hussain A & Sellathurai M (2023) Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System. In: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 04.12.2023-08.12.2023. IEEE, pp. 4110-4115. https://doi.org/10.1109/globecom54140.2023.10437776
Two-Point Neurons for Efficient Multimodal Speech Enhancement
Raza M, Ahmed K, Muzaffar J & Adeel A (2023) Two-Point Neurons for Efficient Multimodal Speech Enhancement. In: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Rhodes Island, Greece, 04.06.2023-10.06.2023. IEEE, pp. 1-5. https://doi.org/10.1109/icasspw59220.2023.10193457
Article
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets
Adeel A, Adetomi A, Ahmed K, Hussain A, Arslan T & Phillips WA (2023) Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (3), pp. 818-828. https://doi.org/10.1109/tetci.2022.3228537
Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids
Bishnu A, Gupta A, Gogate M, Dashtipour K, Arslan T, Adeel A, Hussain A, Sellathurai M & Ratnarajah T (2023) Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21.05.2023-25.05.2023. IEEE. https://doi.org/10.1109/iscas46773.2023.10182060
Adeel A, Adetomi A, Phillips WA, Raza M, Ahmed K, Hussain A & Arslan T (2023) Live Demonstration: Unlocking the Potential of Two-Point Neuronal Cells for Energy-Efficient Training of Deep Networks. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21.05.2023-25.05.2023. IEEE. https://doi.org/10.1109/iscas46773.2023.10181836
Article
PL-kNN: A Python-based implementation of a parameterlessk-Nearest Neighbors classifier
Jodas DS, Passos LA, Adeel A & Papa JP (2023) PL-kNN: A Python-based implementation of a parameterlessk-Nearest Neighbors classifier. Software Impacts, 15, Art. No.: 100459. https://doi.org/10.1016/j.simpa.2022.100459
Article
Passos LA, Papa JP, Hussain A & Adeel A (2023) Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids. Neurocomputing, 527, pp. 196-203. https://doi.org/10.1016/j.neucom.2022.11.081
Article
Passos LA, Papa JP, Del Ser J, Hussain A & Adeel A (2023) Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement. Information Fusion, 90, pp. 1-11. https://doi.org/10.1016/j.inffus.2022.09.006
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids
Bishnu A, Gupta A, Gogate M, Dashtipour K, Adeel A, Hussain A, Sellathurai M & Ratnarajah T (2022) A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. In: 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom), Genoa, Italy, 17.10.2022-19.10.2022. IEEE, pp. 75-80. https://doi.org/10.1109/healthcom54947.2022.9982772
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning
Hussain T, Diyan M, Gogate M, Dashtipour K, Adeel A, Tsao Y & Hussain A (2022) A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning. In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland, United Kingdom, 11.07.2022-15.07.2022. IEEE, pp. 2581-2584. https://doi.org/10.1109/embc48229.2022.9871113
PL-k NN: A Parameterless Nearest Neighbors Classifier
Jodas DS, Passos LA, Adeel A & Papa JP (2022) PL-k NN: A Parameterless Nearest Neighbors Classifier. In: 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP), Sofia, Bulgaria, 01.06.2022-03.06.2022. IEEE, pp. 1-4. https://doi.org/10.1109/iwssip55020.2022.9854445
A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids
Shah AA, Adeel A, Ahmad J, Al-Dubai A, Gogate M, Bishnu A, Diyan M, Hussain T, Dashtipour K, Ratnarajah T & Hussain A (2022) A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids. In: 2022 IEEE Conference on Dependable and Secure Computing (DSC), Edinburgh, United Kingdom, 22.06.2022-24.06.2022. IEEE, pp. 1-6. https://doi.org/10.1109/dsc54232.2022.9888823
Article
Sentiment analysis of persian movie reviews using deep learning
Dashtipour K, Gogate M, Adeel A, Larijani H & Hussain A (2021) Sentiment analysis of persian movie reviews using deep learning. Entropy, 23 (5), Art. No.: 596. https://doi.org/10.3390/e23050596
Article
Qureshi AUH, Larijani H, Yousefi M, Adeel A & Mtetwa N (2020) An Adversarial Approach for Intrusion Detection Systems Using Jacobian Saliency Map Attacks (JSMA) Algorithm. Computers, 9 (3), Art. No.: 58. https://doi.org/10.3390/computers9030058
Article
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement
Gogate M, Dashtipour K, Adeel A & Hussain A (2020) CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement. Information Fusion, 63, pp. 273-285. https://doi.org/10.1016/j.inffus.2020.04.001
Article
Adeel A, Gogate M & Hussain A (2020) Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments. Information Fusion, 59, pp. 163-170. https://doi.org/10.1016/j.inffus.2019.08.008
Article
Adeel A (2020) Conscious Multisensory Integration: Introducing a Universal Contextual Field in Biological and Deep Artificial Neural Networks. Frontiers in Computational Neuroscience, 14. https://doi.org/10.3389/fncom.2020.00015
Conference Paper (published)
A comparative study of Persian sentiment analysis based on different feature combinations
Dashtipour K, Gogate M, Adeel A, Hussain A, Alqarafi A & Durrani T (2019) A comparative study of Persian sentiment analysis based on different feature combinations. In: Liang Q, Mu J, Jia M, Wang W, Feng X & Zhang B (eds.) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, 463. CSPS 2017: Communications, Signal Processing, and System, Harbin, China, 14.07.2017-16.07.2017. Cham, Switzerland: Springer, pp. 2288-2294. https://doi.org/10.1007/978-981-10-6571-2_279
Conference Paper (published)
Towards Arabic multi-modal sentiment analysis
Alqarafi AS, Adeel A, Gogate M, Dashtipour K, Hussain A & Durrani T (2019) Towards Arabic multi-modal sentiment analysis. In: Liang Q, Mu J, Jia M, Wang W, Feng X & Zhang B (eds.) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, 463. CSPS 2017: Communications, Signal Processing, and Systems, 14.07.2017-16.07.2017. Harbin, China: Springer, pp. 2378-2386. https://doi.org/10.1007/978-981-10-6571-2_290
Book Chapter
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management
Adeel A, Gogate M, Farooq S, Ieracitano C, Dashtipour K, Larijani H & Hussain A (2018) A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. In: Durrani T, Wang W & Forbes S (eds.) Geological Disaster Monitoring Based on Sensor Networks. Springer Natural Hazards. Singapore: Springer, pp. 57-66. https://doi.org/10.1007/978-981-13-0992-2_5
Conference Paper (published)
Saliency Detection via Bidirectional Absorbing Markov Chain
Jiang F, Kong B, Adeel A, Xiao Y & Hussain A (2018) Saliency Detection via Bidirectional Absorbing Markov Chain. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 495-505. https://doi.org/10.1007/978-3-030-00563-4_48
Conference Paper (published)
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection
Ieracitano C, Adeel A, Gogate M, Dashtipour K, Morabito FC, Larijani H, Raza A & Hussain A (2018) Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 759-769. https://doi.org/10.1007/978-3-030-00563-4_74
Conference Paper (published)
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis
Guellil I, Adeel A, Azouaou F & Hussain A (2018) SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) 9th International Conference on Brain-Inspired Cognitive Systems, BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 557-567. https://doi.org/10.1007/978-3-030-00563-4_54
Conference Paper (published)
Exploiting Deep Learning for Persian Sentiment Analysis
Dashtipour K, Gogate M, Adeel A, Ieracitano C, Larijani H & Hussain A (2018) Exploiting Deep Learning for Persian Sentiment Analysis. In: Ren J, Hussain A, Zheng J, Liu C, Luo B, Zhao H & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2018. Lecture Notes in Computer Science, 10989. BICS 2018: International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer Verlag, pp. 597-604. https://doi.org/10.1007/978-3-030-00563-4_58
Conference Paper (published)
A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter
Alqarafi A, Adeel A, Hawalah A, Swingler K & Hussain A (2018) A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter. In: Hussain A, Zhao H, Ren J, Zheng J, Liu C, Luo B & Zhao X (eds.) Advances in Brain Inspired Cognitive Systems. Lecture Notes in Computer Science, 10989. BICS 2018: 9th International Conference on Brain Inspired Cognitive Systems, Xi'an, China, 07.07.2018-08.07.2018. Cham, Switzerland: Springer International Publishing, pp. 589-596. https://doi.org/10.1007/978-3-030-00563-4_57
Conference Paper (published)
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation
Gogate M, Adeel A, Marxer R, Barker J & Hussain A (2018) DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. In: Proceedings of the Annual Conference of the International Speech Communication Association. Interspeech 2018, 02.09.2018-06.09.2018. Baixas, France: ISCA, pp. 2723-2727. https://doi.org/10.21437/Interspeech.2018-2516
Conference Paper (published)
Deep learning driven multimodal fusion for automated deception detection
Gogate M, Adeel A & Hussain A (2018) Deep learning driven multimodal fusion for automated deception detection. In: 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA, 27.11.2017-01.12.2017. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/ssci.2017.8285382
Conference Paper (published)
A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition
Gogate M, Adeel A & Hussain A (2017) A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/SSCI.2017.8285377
Conference Paper (published)
Machine learning based computer-aided diagnosis of liver tumours
Ali L, Khelil K, Wajid S, Hussain ZU, Shah MA, Howard A, Adeel A, Shah AA, Sudhakar U, Howard N & Hussain A (2017) Machine learning based computer-aided diagnosis of liver tumours. In: Howard N, Wang Y, Hussain A, Widrow B & Zadeh L (eds.) 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), Oxford, 26.07.2017-28.07.2017. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers Inc. pp. 139-145. https://doi.org/10.1109/ICCI-CC.2017.8109742
Conference Paper (published)
Persian Named Entity Recognition
Dashtipour K, Gogate M, Adeel A, Algarafi A, Howard N & Hussain A (2017) Persian Named Entity Recognition. In: Howard N, Wang Y, Hussain A, Widrow B & Zadeh L (eds.) 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). 978-1-5386-0772-5. 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), Oxford, 26.07.2017-28.07.2017. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers Inc, pp. 79-83. https://doi.org/10.1109/ICCI-CC.2017.8109733