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2020 – today
- 2024
[j27]Zhi Gao, Jing Yang
, Fengling Jiang, Xixiang Jiao, Kia Dashtipour, Mandar Gogate, Amir Hussain:
DDformer: Dimension decomposition transformer with semi-supervised learning for underwater image enhancement. Knowl. Based Syst. 297: 111977 (2024)- [j26]Arwa Diwali, Kawther Saeedi, Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain:
Sentiment Analysis Meets Explainable Artificial Intelligence: A Survey on Explainable Sentiment Analysis. IEEE Trans. Affect. Comput. 15(3): 837-846 (2024) - [j25]Song Chen, Jasper Kirton-Wingate, Faiyaz Doctor, Usama Arshad, Kia Dashtipour, Mandar Gogate, Zahid Halim, Ahmed Yassin Al-Dubai, Tughrul Arslan, Amir Hussain:
Context-Aware Audio-Visual Speech Enhancement Based on Neuro-Fuzzy Modeling and User Preference Learning. IEEE Trans. Fuzzy Syst. 32(10): 5400-5412 (2024) - [i19]Jasper Kirton-Wingate, Shafique Ahmed, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Jen-Cheng Hou, Tassadaq Hussain, Yu Tsao, Amir Hussain:
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids. CoRR abs/2402.16757 (2024) - 2023
- [j24]Xuejin Hu, Jing Yang, Fengling Jiang, Amir Hussain, Kia Dashtipour, Mandar Gogate:
Steel surface defect detection based on self-supervised contrastive representation learning with matching metric. Appl. Soft Comput. 145: 110578 (2023) - [j23]Nasrin Elhassan, Giuseppe Varone, Rami Ahmed, Mandar Gogate, Kia Dashtipour, Hani Almoamari, Mohammed Ahmed El-Affendi, Bassam Naji Al-Tamimi, Faisal Albalwy, Amir Hussain:
Arabic Sentiment Analysis Based on Word Embeddings and Deep Learning. Comput. 12(6): 126 (2023) - [j22]Giuseppe Varone, Cosimo Ieracitano, Aybike Özyüksel Çiftçioglu, Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Bassam Naji Al-Tamimi, Hani Almoamari, Iskender Akkurt, Amir Hussain:
A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting. Entropy 25(2): 253 (2023) - [j21]Lu Zhang, Fengling Jiang, Jing Yang, Bin Kong, Amir Hussain, Mandar Gogate, Kia Dashtipour:
DNet-CNet: a novel cascaded deep network for real-time lane detection and classification. J. Ambient Intell. Humaniz. Comput. 14(8): 10745-10760 (2023) - [c29]Maher Heal, Kia Dashtipour, Mandar Gogate:
The P vs. NP Problem and Attempts to Settle It via Perfect Graphs State-of-the-Art Approach. FICC (2) 2023: 328-340 - [c28]I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou:
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings. ICASSP Workshops 2023: 1-5 - [c27]Mandar Gogate, Kia Dashtipour, Amir Hussain:
Towards Pose-Invariant Audio-Visual Speech Enhancement in the Wild for Next-Generation Multi-Modal Hearing Aids. ICASSP Workshops 2023: 1-5 - [c26]Jasper Kirton-Wingate, Shafique Ahmed, Mandar Gogate, Yu Tsao, Amir Hussain:
Towards Individualised Speech Enhancement: An SNR Preference Learning System for Multi-Modal Hearing Aids. ICASSP Workshops 2023: 1-5 - [c25]Alireza Nezamdoust, Mandar Gogate, Kia Dashtipour, Amir Hussain, Danilo Comminiello:
Frequency-Domain Functional Links For Nonlinear Feedback Cancellation In Hearing Aids. ICASSP Workshops 2023: 1-5 - [c24]Ankit Gupta, Abhijeet Bishnu, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain, Tharmalingam Ratnarajah, Mathini Sellathurai:
5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids. INTERSPEECH 2023: 686-687 - [c23]Mandar Gogate, Kia Dashtipour, Amir Hussain:
Application for Real-time Audio-Visual Speech Enhancement. INTERSPEECH 2023: 2026-2027 - [c22]Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah:
Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. ISCAS 2023: 1 - [c21]Mandar Gogate, Adeel Hussain, Kia Dashtipour, Amir Hussain:
Live Demonstration: Real-time Multi-modal Hearing Assistive Technology Prototype. ISCAS 2023: 1 - 2022
- [j20]Arwa Diwali, Kia Dashtipour, Kawther Saeedi, Mandar Gogate, Erik Cambria, Amir Hussain:
Arabic sentiment analysis using dependency-based rules and deep neural networks. Appl. Soft Comput. 127: 109377 (2022) - [j19]Summrina Kanwal, Faiza Khan, Sultan Alamri, Kia Dashtipour, Mandar Gogate:
COVID-opt-aiNet: A clinical decision support system for COVID-19 detection. Int. J. Imaging Syst. Technol. 32(2): 444-461 (2022) - [j18]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) - [j17]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. IEEE Trans. Artif. Intell. 3(5): 833-842 (2022) - [c20]Maher Heal, Kia Dashtipour, Mandar Gogate:
Formulations and Algorithms to Find Maximal and Maximum Independent Sets of Graphs. CSCI 2022: 516-520 - [c19]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. DSC 2022: 1-6 - [c18]Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain:
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning. EMBC 2022: 2581-2584 - [c17]Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah:
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. HealthCom 2022: 75-80 - [c16]Andrea Lorena Aldana Blanco, Cassia Valentini-Botinhao, Ondrej Klejch, Mandar Gogate, Kia Dashtipour, Amir Hussain, Peter Bell:
AVSE Challenge: Audio-Visual Speech Enhancement Challenge. SLT 2022: 465-471 - [i18]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) - [i17]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) - [i16]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) - [i15]Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah:
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. CoRR abs/2210.13127 (2022) - [i14]I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou:
Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings. CoRR abs/2210.17456 (2022) - 2021
- [j16]Fengling Jiang, Bin Kong, Jingpeng Li, Kia Dashtipour, Mandar Gogate:
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains. Cogn. Comput. 13(1): 69-80 (2021) - [j15]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) - [j14]Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Hadi Larijani, Amir Hussain:
Sentiment Analysis of Persian Movie Reviews Using Deep Learning. Entropy 23(5): 596 (2021) - [j13]Haq Nawaz, Ahsen Tahir, Nauman Ahmed, Ubaid U. Fayyaz, Tayyeb Mahmood, Abdul Jaleel, Mandar Gogate, Kia Dashtipour, Usman Masud, Qammer H. Abbasi:
Ultra-Low-Power, High-Accuracy 434 MHz Indoor Positioning System for Smart Homes Leveraging Machine Learning Models. Entropy 23(11): 1401 (2021) - [j12]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) - [j11]Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain:
A novel context-aware multimodal framework for persian sentiment analysis. Neurocomputing 457: 377-388 (2021) - [j10]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) - [j9]Andrew Churcher, Rehmat Ullah, Jawad Ahmad, Sadaqat ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, William J. Buchanan:
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks. Sensors 21(2): 446 (2021) - [j8]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) - [j7]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) - [c15]Kia Dashtipour, William Taylor, Shuja Ansari, Adnan Zahid, Mandar Gogate, Jawad Ahmad, Khaled Assaleh, Kamran Arshad, Muhammad Ali Imran, Qammer H. Abbasi:
Detecting Alzheimer's Disease Using Machine Learning Methods. BODYNETS 2021: 89-100 - [c14]Sagar Suresh Kumar, Kia Dashtipour, Mandar Gogate, Jawad Ahmad, Khaled Assaleh, Kamran Arshad, Muhammad Ali Imran, Qammer H. Abbasi, Wasim Ahmad:
Comparing the Performance of Different Classifiers for Posture Detection. BODYNETS 2021: 210-218 - [i13]Andrew Churcher, Rehmat Ullah, Jawad Ahmad, Sadaqat ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, William J. Buchanan:
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks. CoRR abs/2101.12270 (2021) - [i12]Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain:
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis. CoRR abs/2103.02636 (2021) - [i11]Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Amir Hussain:
Towards Intelligibility-Oriented Audio-Visual Speech Enhancement. CoRR abs/2111.09642 (2021) - [i10]Mandar Gogate, Kia Dashtipour, Amir Hussain:
Towards Robust Real-time Audio-Visual Speech Enhancement. CoRR abs/2112.09060 (2021) - 2020
- [j6]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) - [j5]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) - [j4]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) - [c13]Mandar Gogate, Kia Dashtipour, Peter Bell, Amir Hussain:
Deep Neural Network Driven Binaural Audio Visual Speech Separation. IJCNN 2020: 1-7 - [c12]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
2010 – 2019
- 2019
- [j3]Shibli Nisar, Muhammad Tariq, Ahsan Adeel, Mandar Gogate, Amir Hussain:
Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing. Cogn. Comput. 11(4): 489-502 (2019) - [j2]Metin Öztürk, Mandar Gogate, Oluwakayode Onireti, Ahsan Adeel, Amir Hussain, Muhammad Ali 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 358: 479-489 (2019) - [c11]Rami Ahmed, Kia Dashtipour, Mandar Gogate, Ali Raza, Rui Zhang, Kaizhu Huang, Ahmad Y. A. Hawalah, Ahsan Adeel, Amir Hussain:
Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances. BICS 2019: 457-468 - [c10]Mandar Gogate, Amir Hussain, Kaizhu Huang:
Random Features and Random Neurons for Brain-Inspired Big Data Analytics. ICDM Workshops 2019: 522-529 - [i9]Ahsan Adeel, Mandar Gogate, Saadullah Farooq, Cosimo Ieracitano, Kia Dashtipour, Hadi Larijani, Amir Hussain:
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. CoRR abs/1909.10353 (2019) - [i8]Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain:
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement. CoRR abs/1909.10407 (2019) - [i7]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. CoRR abs/1909.13568 (2019) - [i6]Mandar Gogate, Ahsan Adeel, Kia Dashtipour, Peter Derleth, Amir Hussain:
AV Speech Enhancement Challenge using a Real Noisy Corpus. CoRR abs/1910.00424 (2019) - 2018
- [c9]Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain:
Exploiting Deep Learning for Persian Sentiment Analysis. BICS 2018: 597-604 - [c8]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: 759-769 - [c7]Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain:
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. INTERSPEECH 2018: 2723-2727 - [i5]Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer:
Lip-Reading Driven Deep Learning Approach for Speech Enhancement. CoRR abs/1808.00046 (2018) - [i4]Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain:
DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. CoRR abs/1808.00060 (2018) - [i3]Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain:
Exploiting Deep Learning for Persian Sentiment Analysis. CoRR abs/1808.05077 (2018) - [i2]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. CoRR abs/1808.05633 (2018) - [i1]Ahsan Adeel, Mandar Gogate, Amir Hussain:
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments. CoRR abs/1808.09825 (2018) - 2017
- [c6]Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Abdulrahman Algarafi, Newton Howard, Amir Hussain:
Persian Named Entity Recognition. IEEE ICCI*CC 2017: 79-83 - [c5]Ashraya Samba Shiva, Mandar Gogate, Newton Howard, Bruce Graham, Amir Hussain:
Complex-valued computational model of hippocampal CA3 recurrent collaterals. IEEE ICCI*CC 2017: 161-166 - [c4]Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Amir Hussain, Abdulrahman Alqarafi, Tariq S. Durrani:
A Comparative Study of Persian Sentiment Analysis Based on Different Feature Combinations. CSPS 2017: 2288-2294 - [c3]Abdulrahman S. Alqarafi, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Amir Hussain, Tariq S. Durrani:
Toward's Arabic Multi-modal Sentiment Analysis. CSPS 2017: 2378-2386 - [c2]Mandar Gogate, Ahsan Adeel, Amir Hussain:
A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition. SSCI 2017: 1-7 - [c1]Mandar Gogate, Ahsan Adeel, Amir Hussain:
Deep learning driven multimodal fusion for automated deception detection. SSCI 2017: 1-6 - 2016
- [j1]Alexander R. T. Gepperth, Thomas Hecht, Mandar Gogate:
A Generative Learning Approach to Sensor Fusion and Change Detection. Cogn. Comput. 8(5): 806-817 (2016)
Coauthor Index
[j27] [j26] [j25] [i19] [j24] [j23] [j22] [j21] [c29] [c27] [c25] [c24] [c23] [c22] [c21] [j20] [j19] [j18] [j17] [c20] [c19] [c18] [c17] [c16] [i18] [i17] [i16] [i15] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j8] [c15] [c14] [i12] [i11] [i10] [j6] [j4] [c13] [c12] [c11] [i9] [i8] [i7] [i6] [c9] [c8] [i3] [i2] [c6] [c4] [c3]
[j27] [j26] [j25] [i19] [j24] [j23] [j22] [j21] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [j20] [j18] [j17] [c19] [c18] [c17] [c16] [i18] [i17] [i16] [i15] [i14] [j15] [j14] [j12] [j11] [j10] [j8] [j7] [i12] [i11] [i10] [j6] [j5] [j4] [c13] [c12] [j3] [j2] [c11] [c10] [i9] [i8] [i7] [i6] [c9] [c8] [c7] [i5] [i4] [i3] [i2] [i1] [c6] [c5] [c4] [c3] [c2] [c1]
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