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Ghulam Muhammad

Professor

Professor, Department of Computer Engineering

علوم الحاسب والمعلومات
Room: 2191, Building: 31, 2nd floor, P.O. Box: 51178, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia

+966 11 4696281
ghulam@ksu.edu.sa, ghulam@ccis.edu.sa
المنشورات
مقال فى مجلة

Journal Articles

2021

  • [177] F.T. Munna, Vidhya Selvanathan, K. Sobayel, Ghulam Muhammad, Nilofar Asim, Nowshad Amin, Kamaruzzaman Sopian, and Md. Akhtaruzzaman, “Diluted chemical bath deposition of CdZnS as prospective buffer layer in CIGS solar cell,” Ceramics International, 2021. DOI: 10.1016/j.ceramint.2020.12.222 [ISI indexed]
  • [176] Shubhani Aggarwal, Neeraj Kumar, Musaed Alhussein, and Ghulam Muhammad, “Blockchain-Based UAV Path Planning for Healthcare 4.0: Current Challenges and the Way Ahead,” IEEE Network, January/February 2021. DOI: 10.1109/MNET.011.2000069 [ISI indexed]
  • [175] You-Kang Phang, Mohammod Aminuzzaman, Md. Akhtaruzzaman, Ghulam Muhammad, Sayaka Ogawa, Akira Watanabe, and Lai-Hock Tey, “Green Synthesis and Characterization of CuO Nanoparticles Derived from Papaya Peel Extract for the Photocatalytic Degradation of Palm Oil Mill Effluent (POME),” Sustainability, vol. 13, Article ID: 796, 2021. DOI: 10.3390/su13020796 [ISI indexed]
  • [174] Geetanjali Rathee, Sahil Garg, Georges Kaddoum, Dushantha Nalin K. Jayakody, Md. Jalil Piran, and Ghulam Muhammad, “A Trusted Social Network Using Hypothetical Mathematical Model and Decision- Based Scheme,” IEEE Access, vol. 9, pp. 4223-4232, January 2021. DOI: 10.1109/ACCESS.2020.3048077 [ISI indexed]
  • [173] Fatima Alshehri and Ghulam Muhammad, “A Comprehensive Survey of the Internet of Things (IoT) and AI-Based Smart Healthcare,” IEEE Access, vol. 9, pp. 3660-3678, January 2021. DOI: 10.1109/ACCESS.2020.3047960 [ISI indexed]
  • [172] Mehedi Masud, Gurjot Singh Gaba, Salman Alqahtani, Ghulam Muhammad, B. B. Gupta, Pardeep Kumar, and Ahmed Ghoneim, “A Lightweight and Robust Secure Key Establishment Protocol for Internet of Medical Things in COVID-19 Patients Care,” IEEE Internet of Things Journal, 2021. DOI: 10.1109/JIOT.2020.3047662 [ISI indexed]
  • [171] Ghulam Muhammad, M. Shamim Hossain, and Neeraj Kumar, “EEG-Based Pathology Detection for Home Health Monitoring,” IEEE Journal on Selected Areas in Communications, vol. 32, no.2,  pp. 603-610, February 2021. DOI: 10.1109/JSAC.2020.3020654 [ISI indexed]
  • [170] Ghulam Muhammad, M. Shamim Hossain, and Sahil Garg, “Stacked Autoencoder-based Intrusion Detection System to Combat Financial Fraudulent,” IEEE Internet of Things Journal, 2021. DOI: 10.1109/JIOT.2020.3041184 [ISI indexed]
  • [169] Mahdi Abbasi, Ali Najafi, Milad Rafiee, Mohammad Khosravi, Varun G Menon, and Ghulam Muhammad, “Efficient Flow Processing in 5G-Envisioned SDN-Based Internet of Vehicles using GPUs,” IEEE Transactions on Intelligent Transportation Systems, 2021. DOI: 10.1109/TITS.2020.3038250 [ISI indexed]
  • [168] Mehedi Masud, M. Shamim Hossain, Hesham Alhumyani, Sultan S. Alshamrani, Omar Cheikhrouhou, Saleh Ibrahim, Ghulam Muhammad, Amr E. Eldin Rashed, and B. B. Gupta, “Pre-trained Convolutional Neural Networks for Breast Cancer Detection using Ultrasound Images,” ACM Trans. Internet Technol. 1, 1, Article 1, (January 2020), 18 pages. DOI: [ISI indexed]
  • [167] Ashima Singh, Arwinder Dhillon, Neeraj Kumar, M. Shamim Hossain, and Ghulam Muhammad, “eDiaPredict: An ensemble based framework for Diabetes Prediction,” ACM Transactions on Multimedia Computing Communications and Applications (TOMM), 2020. DOI: [ISI indexed]
  • [166] Ghulam Muhammad and M. Shamim Hossain, “Deep Learning-Based Edge-Centric COVID-19 Like Pandemic Screening and Diagnosis System Within B5G Framework using Blockchain,” IEEE Network, 2021. DOI: [ISI indexed]
  • [165] Wenjing Xiao, Chen Liu, Haoquan Wang, Ming Zhou, M. Shamim Hossain, Mubarak Alrashoud, and Ghulam Muhammad, “Blockchain for Secure-GaS: Blockchain-powered Secure Natural Gas IoT System with AI-enabled Gas Prediction and Transaction in Smart City,” IEEE Internet of Things Journal, 2021. DOI: 10.1109/JIOT.2020.3028773 [ISI indexed]

2020

  • [164] Mohamed Abdur Rahman, M. Shamim Hossain, Mohammad Saiful Islam, Nabil A. Alrajeh, and Ghulam Muhammad, “Secure and Provenance Enhanced Internet of Health Things Framework: A Blockchain Managed Federated Learning Approach,” IEEE Access, vol. 8, pp. 205071-205087, November 2020. DOI: 10.1109/ACCESS.2020.3037474 [ISI indexed]
  • [163] Md. Rashedul Islam, Mohammad Tariqul Islam, Md. Moniruzzaman, Md. Samsuzzaman, Badariah Bais, Haslina Arshad, and Ghulam Muhammad, “Square Enclosed Circle Split Ring Resonator Enabled Epsilon Negative (ENG) Near Zero Index (NZI) Metamaterial for Gain Enhancement of Multiband Satellite and Radar Antenna Applications,” Results in Physics, Volume 19, Article ID: 103556, pp. 1-21, December 2020. DOI: 10.1016/j.rinp.2020.103556 [ISI indexed]
  • [162] Samir Salem Al-Bawri, Mohammad Tariqul Islam, Tayyab Shabbir, Ghulam Muhammad, Md. Shabiul Islam, and Hin Young Wong, "Hexagonal Shaped Near Zero Index (NZI) Metamaterial Based MIMO Antenna for Millimeter-Wave Application," IEEE Access, vol. 8, pp. 181003-181013, October 2020. DOI: 10.1109/ACCESS.2020.3028377 [ISI indexed]
  • [161] Muneer Al-Hammadi, Ghulam Muhammad, Wadood Abdul, Mansour Alsulaiman, Mohamed A. Bencherif, Tareq S. Alrayes, Hassan Mathkour, and Mohamed Amine Mekhtiche, “Deep learning-based approach for sign language gesture recognition with efficient hand gesture representation,” IEEE Access, vol. 8, pp. 192527-192542, October 2020. DOI: 10.1109/ACCESS.2020.3032140 [ISI indexed]
  • [160] Mohammad Aminul Islam, Md. Khan Sobayel Bin Rafiq, Halina Misran, Md. Akhtar Uzzaman, Kuaanan Techato, Ghulam Muhammad, and Nowshad Amin, “Tailoring of the Structural and Optoelectronic Properties of Zinc-Tin-Oxide Thin Films via Oxygenation Process for Solar Cell Application,” IEEE Access, vol. 8, pp. 193560-193568, October 2020. DOI: 10.1109/ACCESS.2020.3031894 [ISI indexed]
  • [159] Md. Moniruzzaman, Mohammad Tariqul Islam, Ghulam Muhammad, Mandeep Singh Jit Singh, and Md. Samsuzzaman, “Quad band metamaterial absorber based on asymmetric circular split ring resonator for multiband microwave applications,” Results in Physics, Volume 19, Article ID: 103467, pp. 1-16, December 2020. DOI: 10.1016/j.rinp.2020.103467 [ISI indexed]
  • [158] Lixia Luan, Xiao Wenjing, Qiao Yu, Kai Hwang, M. Shamim Hossain, and Ghulam Muhammad, “MEMO Box: Health Assistant for Depression with Medicine Carrier and Exercise Adjustment Driven by Edge Computing,” IEEE Access, vol. 8, pp. 195568-195577, October 2020. DOI: 10.1109/ACCESS.2020.3031725 [ISI indexed]
  • [157] Vidhya Selvanathan, Mohd Hafidz Ruslan, Mohammod Aminuzzaman, Ghulam Muhammad, Nowshad Amin, Kamaruzzaman Sopian, and Md. Akhtaruzzaman, “Resorcinol-Formaldehyde (RF) as a Novel Plasticizer for Starch Based Solid Biopolymer Electrolyte,” Polymers, 12, 2170, pp. 1-14, September 2020. DOI: 10.3390/polym12092170 [ISI indexed]
  • [156] Saleh Ibrahim, Hesham Alhumyani, Mehedi Masud, Sultan S. Alshamrani, Omar Cheikhrouhou, Ghulam Muhammad, M. Shamim Hossain, and Alaa Abbas, “Framework for Efficient Medical Image Encryption using Dynamic S-Boxes and Chaotic Maps,” IEEE Access, vol. 8, pp. 160433-160449, August 2020. DOI: 10.1109/ACCESS.2020.3020746 [ISI indexed]
  • [155] Mohd Usama, Belal Ahmad, Enmin Song, M. Shamim Hossain, Mubarak Alrashoud, and Ghulam Muhammad, “Attention-based sentiment analysis using convolutional and recurrent neural network,” Future Generation Computer Systems, vol. 113, pp. 571-578, December 2020. DOI: 10.1016/j.future.2020.07.022 [ISI indexed]
  • [154] Mehedi Masud, Ghulam Muhammad, M. Shamim Hossain, Hesham Alhumyani, Sultan S. Alshamrani, Omar Cheikhrouhou, and Saleh Ibrahim, “Light Deep Model for Pulmonary Nodule Detection from CT Scan Images for Mobile Devices,” Wireless Communications and Mobile Computing, vol. 2020, Article ID 8893494, pp. 1-8, 2020. DOI: 10.1155/2020/8893494 [ISI indexed]
  • [153] M. Shamim Hossain, Ghulam Muhammad, and Nadra Guizani, “Explainable AI and Mass Surveillance System-based Healthcare Framework to Combat COVID-19 like Pandemics,” IEEE Network, vol. 34, no. 4, pp. 126-132, July/August 2020. DOI: 10.1109/MNET.011.2000458 [ISI indexed]
  • [152] Mehedi Masud, Hesham Alhumyani, Sultan S. Alshamrani, Omar Cheikhrouhou, Saleh Ibrahim, Ghulam Muhammad, M. Shamim Hossain, and Mohammad Shorfuzzaman, “Leveraging deep learning techniques for malaria parasite detection using mobile application,” Wireless Communications and Mobile Computing, vol. 2020, Article ID 8895429, pp. 1-15, 2020. DOI: 10.1155/2020/8895429 [ISI indexed]
  • [151] M. Shamim Hossain and Ghulam Muhammad, “Deep Learning Based Pathology Detection for Smart Connected Healthcares,” IEEE Network, vol. 34, no. 6, pp. 120-125, November/December 2020. DOI: 10.1109/MNET.011.2000064. [ISI indexed]
  • [150] Muneer Al-Hammadi, Ghulam Muhammad, Wadood Abdul, Mansour Alsulaiman, Mohamed A. Bencherif, and Mohamed Amine Mekhtiche, “Hand Gesture Recognition for Sign Language Using 3DCNN,” IEEE Access, vol. 8, no. 1, pp. 79491-79509, December 2020. DOI: 10.1109/ACCESS.2020.2990434 [ISI indexed]
  • [149] Wei-Che Chien, Shih-Yun Huang, Chin-Feng Lai, Han-Chieh Chao, M. Shamim Hossain, and Ghulam Muhammad, “Multiple Contents Offloading Mechanism in AI-enabled Opportunistic Networks,” Computer Communications, vol. 155, pp. 93-103, April 2020. DOI: 10.1016/j.comcom.2020.02.084 [ISI indexed]
  • [148] Darshan Medhane, Arun Kumar Sangaiah, M. Shamim Hossain, Ghulam Muhammad, and Jin Wang, “Blockchain Enabled Distributed Security Framework for Next Generation IoT: An Edge-Cloud and Software Defined Network Integrated Approach,” IEEE Internet of Things Journal, vol. 7, no. 7, pp. 6143-6149, July 2020. DOI: 10.1109/JIOT.2020.2977196 [ISI indexed]
  • [147] Abdulsalam Yassine, M. Shamim Hossain, Ghulam Muhammad, and Mohsen Guizani, “Cloudlet-based Intelligent Auctioning Agents for Truthful Autonomous Electric Vehicles Energy crowdsourcing,” IEEE Transactions on Vehicular Technology, vol. 69, no. 5, pp. 5457-5466, May 2020. DOI: 10.1109/TVT.2020.2979941 [ISI indexed] 
  • [146] Belal Ahmad, Mohd Usama, Chuen-Min Huang, Kai Hwang, M. Shamim Hossain, and Ghulam Muhammad, “Discriminative Feature Learning for Skin Disease Classification using Deep Convolutional Neural Network,” IEEE Access, vol. 8, no. 1, pp. 39025-39033, December 2020. DOI: 10.1109/ACCESS.2020.2975198 [ISI indexed]
  • [145] Long Hu, Yingying Jiang, Fangxin Wang, Kai Hwang, M. Shamim Hossain, and Ghulam Muhammad, “Follow Me Robot-Mind: Cloud brain based personalized robot service with migration,” Future Generation Computer Systems, vol. 107, pp. 324-332, June 2020. DOI: 10.1016/j.future.2020.01.041 [ISI indexed]
  • [144] Mehedi Masud, Ghulam Muhammad, Hesham Alhumyani, Sultan S Alshamrani, Omar Cheikhrouhou, Saleh Ibrahim, and M. Shamim Hossain, “Deep Learning-based Intelligent Face Recognition in IoT-Cloud Environment,” Computer Communications, vol. 152, pp. 215-222, February 2020. DOI: 10.1016/j.comcom.2020.01.050 [ISI indexed]
  • [143] M. Shamim Hossain and Ghulam Muhammad, “A deep tree model-based radio resource distribution for 5G networks,” IEEE Wireless Communications Magazine, vol. 27, no. 1, pp. 62-67, February 2020. [ISI indexed]
  • [142] Qiang Liu, Miao Li, Jun Yang, Jing Lv, Kai Hwang, M. Shamim Hossain, and Ghulam Muhammad, “Joint Power and Time Allocation in Energy Harvesting of UAV Operating System,” vol. 150,  pp. 811-817, Computer Communications, January 2020. [ISI indexed]
  • [141] Mohd Usama, Belal Ahmad, Wenjing Xiao, M. Shamim Hossain, and Ghulam Muhammad, “Self-attention based recurrent convolutional neural network for disease prediction using healthcare data,” Computer Methods and Programs in Biomedicine, vol. 190, 105191, pp. 1-9, July 2020. DOI: 10.1016/j.cmpb.2019.105191 [ISI indexed]
  • [140] Ghulam Muhammad, M. Shamim Hossain, and Abdussalam Yassine, “Tree-Based Deep Networks for Edge Devices,” IEEE Transactions on Industrial Informatics, vol. 16, no. 3, pp. 2022-2028, March 2020. DOI: 10.1109/TII.2019.2950326 [ISI indexed]
  • [139] Muneer Al-Hammadi, Ghulam Muhammad, Wadood Abdul, Mansour Alsulaiman, and M. Shamim Hossain, “Hand Gesture Recognition Using 3D-CNN Model,” IEEE Consumer Electronics Magazine, vol. 9, no. 1, pp. 95-101, January 2020. DOI: 10.1109/MCE.2019.2941464 [ISI indexed]
  • [138] Ahmed Ghoneim, Ghulam Muhammad, and M. Shamim Hossain, “Cervical cancer classification using convolutional neural networks and extreme learning machines,” Future Generation Computer Systems, vol. 102, pp. 643–649, January 2020. DOI: 10.1016/j.future.2019.09.015 [ISI indexed]
  • [137] Yongfeng Qian, Yingying Jiang, M. Shamim Hossain, Long Hu, Ghulam Muhammad, and Syed Umar Amin, “Privacy-preserving based task allocation with mobile edge clouds,” Information Sciences, vol. 507, pp. 288-297, January 2020. DOI: 10.1016/j.ins.2019.07.092 [ISI indexed]

2019

  • [136] Ghulam Muhammad, Mohammed F. Alhamid, and Xiaomi Long, “Computing and Processing on the Edge: Smart Pathology Detection for Connected Healthcare,” IEEE Network, vol. 33, issue 6, pp. 44-49, November-December 2019. DOI: 10.1109/MNET.001.1900045 [ISI indexed]
  • [135] Abduljawad A. Amory, Ghulam Muhammad, and Hassan Mathkour, “Deep Tree Net-Vector of Locally Aggregated Descriptor (VLAD) Model,” IEEE Access, vol. 7, no. 1, pp. 150203 – 150212, December 2019. DOI: 10.1109/ACCESS.2019.2947571 [ISI indexed]
  • [134] Hamdi Altaheri, Mansour Alsulaiman, Ghulam Muhammad, Syed Umar Amin, Mohamed Bencherif, Mohamed Mekhtiche, “Date Fruit Dataset for Intelligent Harvesting,” Data in Brief, vol. 26, Article No. 104514, pp. 1-15, October 2019. DOI: 10.1016/j.dib.2019.104514
  • [133] Hamdi Altaheri, Mansour Alsulaiman, and Ghulam Muhammad, “Date Fruit Classification for Robotic Harvesting in a Natural Environment Using Deep Learning,” IEEE Access, vol. 7, no. 1, pp. 117115-117133, December 2019. DOI: 10.1109/ACCESS.2019.2936536 [ISI indexed]
  • [132] M. Shamim Hossain and Ghulam Muhammad, “Emotion Recognition Using Secure Edge and Cloud Computing,” Information Sciences, vol. 504, pp. 589–601, December 2019. DOI: 10.1016/j.ins.2019.07.040 [ISI indexed]
  • [131] Syed Umar Amin, Mansour Alsulaiman, Ghulam Muhammad, Mohamed Amine Mekhtiche, and M. Shamim Hossain, “Deep Learning for EEG motor imagery classification based on multi-layer CNNs feature fusion,” Future Generation Computer Systems, vol. 101, pp. 542-554, December 2019. DOI: 10.1016/j.future.2019.06.027 [ISI indexed]
  • [130] Abduljawad A. Amory, Ghulam Muhammad, and Hassan Mathkour, “Deep convolutional tree networks,” Future Generation Computer Systems, vol. 101, pp. 152-168, December 2019. DOI: 10.1016/j.future.2019.06.010 [ISI indexded]
  • [129] Yin Zhang, Xiao Ma, Jing Zhang, M. Shamim Hossain, Ghulam Muhammad, and Syed Umar Amin, “Edge Intelligence in the Cognitive Internet of Things: Improving Sensitivity and Interactivity,” IEEE Network, vol. 33, No. 3, pp. 58-64, May-June 2019. DOI: 10.1109/MNET.2019.1800344 [ISI indexed]
  • [128] Abdussalam Yassine, M. Shamim Hossain, Ghulam Muhammad, and Mohsen Guizani, “Double Auction Mechanisms for Dynamic Autonomous Electric Vehicles Energy Trading,” IEEE Transactions on Vehicular Technology, vol. 68, no. 8, pp. 7466-7476, August 2019. DOI: 10.1109/TVT.2019.2920531[ISI indexed]
  • [127] Yixue Hao, Yiming Miao, Long Hu, M. Shamim Hossain, Ghulam Muhammad, and S. U. Amin, “Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT,” IEEE Network, vol. 33, no. 2, pp. 58-64, March/April 2019. DOI: 10.1109/MNET.2019.1800235 [ISI indexed]
  • [126] Musaed Alhussein and Ghulam Muhammad, “Automatic Voice Pathology Monitoring Using Parallel Deep Models for Smart Healthcare,” IEEE Access, vol. 7, no. 1, pp. 46474-46479, December 2019. DOI: 10.1109/ACCESS.2019.2905597 [ISI indexed]
  • [125] Ping Zhou, M. Shamim Hossain, Xiaofen Zong, Ghulam Muhammad, Syed Umar Amin, and Iztok Humar, “Multi-task emotion communication system with dynamic resource allocations,” Information Fusion, vol. 52, pp. 167-174, December 2019. DOI: 10.1016/j.inffus.2019.03.003 [ISI indexed]
  • [124]. Musaed Alhussein, Ghulam Muhammad, and M. Shamim Hossain, “EEG Pathology Detection based on Deep Learning,” IEEE Access, vol. 7, no. 1, pp. 27781-27788, December 2019. DOI: 10.1109/ACCESS.2019.2901672 [ISI indexed]
  • [123] Arun Kumar Sangaiah, Darshan Vishwasrao Medhane, Tao Han, M. Shamim Hossain, and Ghulam Muhammad, “Enforcing Position-Based Confidentiality with Machine Learning Paradigm through Mobile Edge Computing in Real-Time Industrial Informatics,” IEEE Transactions on Industrial Informatics, vol. 15, no. 7, pp. 4189-4196, July 2019. DOI: 10.1109/TII.2019.2898174 [ISI indexed]
  • [122] Kai Lin, Di Wang, Long Hu, M. Shamim Hossain, and Ghulam Muhammad, “Virtualized QoS-Driven Spectrum Allocation in Space-Terrestrial Integrated Networks,” IEEE Network, vol.  33, issue 1, pp. 58-63, January-February 2019. DOI: 10.1109/MNET.2018.1800165 [ISI indexed]
  • [121] Wei-Che Chien, Chin-Feng Lai, M. Shamim Hossain, and Ghulam Muhammad, “Heterogeneous Space and Terrestrial Integrated Networks for IoT: Architecture and Challenges,” IEEE Network vol. 33, issue 1, pp. 15-21, January-February 2019. DOI:  10.1109/MNET.2018.1800182 [ISI indexed]
  • [120] Syed Umar Amin, Mansour Alsulaiman, Ghulam Muhammad, Mohamed A. Bencherif and M. Shamim Hossain, “Multilevel Weighted Feature Fusion Using Convolutional Neural Networks for EEG Motor Imagery Classification,” IEEE Access, Vol. 7, no. 1, pp. 18940-18950, December 2019. DOI: 10.1109/ACCESS.2019.2895688 [ISI indexed]
  • [119] M. Shamim Hossain and Ghulam Muhammad, “An Audio-Visual Emotion Recognition System Using Deep Learning Fusion for Cognitive Wireless Framework,” IEEE Wireless Communications Magazine, vol. 26, no. 3, pp. 62-68, June 2019. DOI: 10.1109/MWC.2019.1800419 [ISI indexed]
  • [118] Syed Umar Amin, M. Shamim Hossain, Ghulam Muhammad, Musaed Alhussein, Md. Abdur Rahman, “Cognitive Smart Healthcare for Pathology Detection and Monitoring,” IEEE Access, vol. 7, no. 1, pp. 10745-10753, December 2019. DOI: 10.1109/ACCESS.2019.2891390 [ISI indexed]
  • [117] Ehab Essa, M. Shamim Hossain, A. S. Tolba, Hazem M. Raafat, Samir Elmogy, and Ghulam Muhammad, “Towards cognitive support for automated defect detection,” Neural Computing and Applications, 2019. DOI: 10.1007/s00521-018-03969-x [ISI indexed]
  • [116] Jun Yang, Wenjing Xiao, Jiang Chun, M. Shamim Hossain, Ghulam Muhammad, and Syed Umar Amin, “AI-Powered Green Cloud and Data Center,” IEEE Access, vol. 7, no. 1, pp. 4195-4203, December 2019. DOI: 10.1109/ACCESS.2018.2888976 [ISI indexed]
  • [115] M. Shamim Hossain, Muneer Al-Hammadi, and Ghulam Muhammad, “Automatic Fruits Classification Using Deep Learning for Industrial Applications,” IEEE Transactions on Industrial Informatics, vol. 15, no. 2, pp. 1027-1034, February 2019. DOI: 10.1109/TII.2018.2875149 [ISI indexed]
  • [114] M. Shamim Hossain and Ghulam Muhammad, “Emotion Recognition Using Deep Learning Approach from Audio-Visual Emotional Big Data,” Information Fusion, vol. 49, pp. 69-78, September 2019. DOI: 10.1016/j.inffus.2018.09.008 [ISI indexed]
  • [113] Abdulsalam Yassine, Shailendra Singh, M. Shamim Hossain, and Ghulam Muhammad, “IoT Big Data Analytics for Smart Homes with Fog and Cloud Computing,” Future Generation Computer Systems, vol. 91, pp. 563-573, February 2019. DOI: 10.1016/j.future.2018.08.040 [ISI indexded]
  • [112] M. Shamim Hossain, M. Abdur Rahman, and Ghulam Muhammad, “Towards Energy-Aware Cloud-Oriented Cyber-Physical Therapy System,” Future Generation Computer Systems, 2018. DOI: 10.1016/j.future.2017.08.045 [ISI indexed]
  • [111] Majdi Rawashdeh, Mohammed GH. Al Zamil, Samer Samarah, M. Shamim Hossain, Ghulam Muhammad, “A knowledge-driven approach for activity recognition in smart homes based on activity profiling,” Future Generation Computer Systems, 2018. DOI: 10.1016/j.future.2017.10.031 [ISI indexed]
  • [110] M. Shamim Hossain, Syed Umar Amin, Mansour Alsulaiman, and Ghulam Muhammad, “Applying Deep Learning to Epilepsy Seizure Detection and Brain Mapping,” ACM Transactions on Multimedia Computing Communications and Applications, vol. 15, no. 1s, Article 10 (18 pages), February 2019. DOI: 1 0.1145/3241056 [ISI indexed]
  • [109] Yiming Miao, Gaoxiang Wu, Chuan Liu, M. Shamim Hossain, and Ghulam Muhammad, “Green Cognitive Body Sensor Network: Architecture, Energy Harvesting and Smart Clothing based Applications,” IEEE Sensors Journal, vol. 19, no. 19, pp. 8371-8378, October 2019. DOI: 10.1109/JSEN.2018.2870251 [ISI indexed]
  • [108] Mohammad Shorfuzzaman, M. Shamim Hossain, Amril Nazir, Ghulam Muhammad, and Atif Alamri, “Harnessing the power of big data analytics in the cloud to support learning analytics in mobile learning environment,” Computers in Human Behavior, vol. 92, pp. 578-588, March 2019. DOI: 10.1016/j.chb.2018.07.002 [ISI indexed]
  • [107] M. Shamim Hossain, Ghulam Muhammad, and Atif Alamri, “Smart Healthcare Monitoring: A Voice Pathology Detection Paradigm for Smart Cities,” Multimedia Systems, vol. 25, no. 5, pp. 565-675, 2019.  DOI: 10.1007/s00530-017-0561-x [ISI indexed]
  • [106] Awais Mahmood, Ghulam Muhammad, Mansour Alsulaiman, Habib Dhahri, Esam Othman, and M. Faisal, “Moving Average Multi Directional Local Features for Speaker Recognition,” Cluster Computing, vol. 22 (supplement 1), pp. 2145–2157, January 2019. DOI: 10.1007/s10586-018-2030-5 [ISI indexed]
  • [105] Samir Elmougy, M. Shamim Hossain, Ahmed S. Tolba, Mohammed F. Alhamid, and Ghulam Muhammad, “A Parameter Based Growing Ensemble of Self-Organizing Maps for Outlier Detection in Healthcare,” Cluster Computing, vol. 22 (supplement 1), pp. 2437-2460, January 2019. DOI: 10.1007/s10586-017-1327-0 [ISI indexed]

2018

  • [104] L. Hu, Y. Qian, M. Chen, M. Shamim Hossain, and Ghulam Muhammad, "Proactive Cache-based Location Privacy Preserving for Vehicle Networks," IEEE Wireless Communications, vol. 25, no. 6, pp. 77-83, December 2018. [ISI indexed]
  • [103] Y. Miao, Y. Jiang, L. Peng, M. Shamim Hossain, and Ghulam Muhammad, “Telesurgery Robot Based on 5G Tactile Internet,” Mobile Networks and Applications, vol. 23, no.6, pp. 1645-1654, December 2018. DOI: 10.1007/s11036-018-1110-3 [ISI indexed]
  • [102] Musaed Alhussein, Ghulam Muhammad, M. Shamim Hossain, Syed Umar Amin, “Cognitive IoT-Cloud Integration for Smart Healthcare: Case Study for Epileptic Seizure Detection and Monitoring,” Mobile Networks and Applications, vol. 23, no. 6, pp. 1624-1635, December 2018. DOI: 10.1007/s11036-018-1113-0 [ISI indexed]
  • [101] M. Shamim Hossain and Ghulam Muhammad, “Environment Classification for Urban Big Data Using Deep Learning,” IEEE Communications Magazine, vol. 56, issue 11, pp. 44-50, November 2018. [ISI indexed]
  • [100] Min Chen, Jun Yang, Long Hu, M. Shamim Hossain, Ghulam Muhammad, “Urban Healthcare Big Data System based on Crowdsourced and Cloud-based Air Quality Indicators,” IEEE Communications Magazine, vol. 56, issue 11, pp. 14-20, November 2018. DOI: 10.1109/MCOM.2018.1700571 [ISI indexed]
  • [99] Mohammed Algabri, Mohamed Bencherif, Mansour Alsulaiman, Ghulam Muhammad, and Mohamed Amine Mekhtiche, “Soft Computing Techniques for Classification of Voiced/Unvoiced Phonemes,” Intelligent Automation & Soft Computing (Autosoft), vol. 24, no. 2, pp. 267-273, Jun 2018. DOI: 10.1080/10798587.2017.1278961 [ISI indexed]
  • [98] Samer Samarah, Mohammed AL Zamil, Majdi Rawashdeh, M. Shamim Hossain, Ghulam Muhammad, and Atif Alamri, “Transferring Activity Recognition Models in FOG Computing Architecture,” Journal of Parallel and Distributed Computing, vol. 122, pp. 122-130, December 2018. DOI: 10.1016/j.jpdc.2018.07.020 [ISI indexed]
  • [97] Musaed Alhussein and Ghulam Muhammad, “Voice Pathology Detection Using Deep Learning on Mobile Healthcare Framework,” IEEE ACCESS, vol. 6, pp. 41034-41041, December 2018. DOI: 10.1109/ACCESS.2018.2856238 [ISI indexed]
  • [96] Ghulam Muhammad, Mehedi Masud, Syed Umar Amin, Roobaea Alrobaea, and Mohammed F. Alhamid, “Automatic Seizure Detection in a Mobile Multimedia Framework,” IEEE ACCESS, vol. 6, pp. 45372 - 45383, July 2018. DOI: 10.1109/ACCESS.2018.2859267 [ISI indexed]
  • [95] Ramadan Gad, Muhammad Talha, Ahmed Abd El-Latif, M Zorkany, Ayman El-Sayed, Nawal El-Fishawy, and Ghulam Muhammad, “Iris Recognition Using Multi-Algorithmic approaches for Cognitive IoT Framework,” Future Generation Computer Systems, vol. 89, pp. 178-191, December 2018. DOI: 10.1016/j.future.2018.06.020 [ISI indexed]
  • [94] M. Shamim Hossain, Ghulam Muhammad, and Syed Umar Amin, “Improving Consumer Satisfaction in Smart Cities Using Edge Computing and Caching: A Case Study of Date Fruits Classification,” Future Generation Computer Systems, vol. 88, pp. 333-341, November 2018.  DOI: 10.1016/j.future.2018.05.050 [ISI indexed]
  • [93] Majdi Rawashdeh, Mohammed GH. AL Zamil, M. Shamim Hossain, Samer Samrah, Ghulam Muhammad, and Syed Umar Amin, “Reliable Service Delivery in Tele-health Care Systems,” Journal of Network and Computer Applications, vol. 115, pp. 86-93, August 2018. DOI: 10.1016/j.jnca.2018.04.015 [ISI indexed]
  • [92] Zulfiqar Ali, M. Shamim Hossain, Ghulam Muhammad, Ihsan Ullah, Hamid Abachi, and Atif Alamri, “Edge-Centric Multimodal Authentication System Using Encrypted Biometric Templates,” Future Generation Computer Systems, vol. 85, pp. 76-87, August 2018. DOI: 10.1016/j.future.2018.02.040 [ISI indexed]
  • [91] Zulfiqar Ali, M. Shamim Hossain, Ghulam Muhammad, and Arun Kumar Sangaiah, “An Intelligent Healthcare System for Detection and Classification to Discriminate Vocal Fold Disorders,” Future Generation Computer Systems, vol. 85, pp. 19-28, August 2018. DOI: 10.1016/j.future.2018.02.021 [ISI indexed]
  • [90] M. Abdur Rahman, M. Shamim Hossain, and Ghulam Muhammad, “Semantic Multimedia Fog Computing and IoT Environment:  Sustainability Perspective,” IEEE Communications Magazine, vol. 56, no. 5, pp. 80-87, May 2018. DOI: 10.1109/MCOM.2018.1700907 [ISI indexed]
  • [89] Zulfiqar Ali, M. Shamim Hossain, Ghulam Muhammad, and Muhammad Aslam, “New Zero-watermarking Algorithm Using Hurst Exponent for Protection of Privacy in Telemedicine," IEEE Access, vol. 6, no. 1, pp. 7930-7940, December 2018. DOI: 10.1109/ACCESS.2018.2799604 [ISI indexed]
  • [88] Ahmed Ghoneim, Ghulam Muhammad, Syed Umar Amin, and Brij Gupta “Medical image forgery detection for smart healthcare,” IEEE Communications Magazine, vol. 56, issue 4, pp. 33-37, April 2018. DOI: 10.1109/MCOM.2018.1700817 [ISI indexed]
  • [87. Ghulam Muhammad, Mohammed F. Alhamid, Mansour Alsulaiman, and Brij Gupta, “Edge Computing with Cloud for Voice Disorders Assessment and Treatment,” IEEE Communications Magazine, vol. 56, issue 4, pp. 60-65, April 2018. DOI: 10.1109/MCOM.2018.1700790 [ISI indexed]
  • [86] M. Shamim Hossain, Mohamad Hoda, Ghulam Muhammad, Ahmad Almogren, and Atif Alamri, “Cloud-supported framework for patients in post-stroke disability rehabilitation,” Telematics and Informatics, vol. 353, no. 4, pp. 826-836, July 2018. DOI: 10.1016/j.tele.2017.12.001 [ISI indexed]
  • [85] M. Shamim Hossain and Ghulam Muhammad, “Emotion-Aware Connected Healthcare Big Data,” IEEE Internet of Things Journal, vol. 5, no. 4, pp. 2399-2406, August 2018. DOI: 10.1109/JIOT.2017.2772959 [ISI indexed]
  • [84] M. Shamim Hossain, Ghulam Muhammad, and Muhammad AL-Qurishi, “Verifying the images authenticity in Cognitive Internet of Things (CIoT)-oriented Cyber Physical System,” Mobile Networks and Applications, 23(2), pp. 239-250, 2018. DOI: 10.1007/s11036-017-0928-4 [ISI indexed]
  • [83] M. Shamim Hossain, Ghulam Muhammad, Wadood Abdul, Biao Song, B. B. Gupta, “Cloud-assisted secure video transmission and sharing framework for smart cities,” Future Generation Computer Systems, vol. 83, pp. 596-606, June 2018. DOI: 10.1016/j.future.2017.03.029 [ISI indexed]
  • [82] M. Shamim Hossain, Ghulam Muhammad, Muhammad Al-Qurishi, Mehedi Masud, Ahmad Almogren, Wadood Abdul, and Atif Alamri, "Cloud-Oriented Emotion Feedback-based Exergames Framework," Multimedia Tools and Applications, vol. 77, no. 17, pp. 21861-21877, September 2018. DOI: 10.1007/s11042-017-4621-1 [ISI indexed]
  • [81] M. Shamim Hossain, Mohammed F. Alhamid, Ghulam Muhammad, “Collaborative Analysis Model for Trending Images on Social Networks,” Future Generation Computer Systems, vol. 86, pp. 855-862, September 2018. DOI: 10.1016/j.future.2017.01.030 [ISI indexed]
  • [80] Y. Miao, Y. Tian, L. Peng, M. Shamim Hossain, and Ghulam Muhammad, “Research and Implementation of ECG-based Biological Recognition Parallelization,” IEEE Access, vol. 6, no. 1, pp. 4759-4766, December 2018. DOI: 10.1109/ACCESS.2017.2771220 [ISI indexed]
  • [79] Ahmed Al nasheri, Ghulam Muhammad, Mansour Alsulaiman, Zulfiqar Ali, Khalid H. Malki, Tamer A. Mesallam, and Mohamed Farahat, “Voice Pathology Detection and Classification using Auto-correlation and entropy features in Different Frequency Regions,” IEEE Access, vol. 6, no. 1, pp. 6961-6974, December 2018. DOI: 10.1109/ACCESS.2017.2696056 [ISI indexed]

2017

  • [78] Hazem M. Raafat, M. Shamim Hossain, Ehab Essa, Samir Elmougy, Ahmed S. Tolba, Ghulam Muhammad, Ahmed Ghoneim, “Fog Intelligence for Real-time IoT Sensor Data Analytics,” IEEE Access, vol. 5, issue 1, pp. 24062-24069, December 2017. DOI: 10.1109/ACCESS.2017.2754538. [ISI indexed]
  • [77] Ghulam Muhammad, Mansour Alsulaiman, Syed Umar Amin, Ahmed Ghoneim, and Mohammed F. Alhamid, “A Facial-Expression Monitoring System for Improved Healthcare in Smart Cities,” IEEE Access, vol. 5, no. 1, pp. 10871-10881, December 2017. DOI: 10.1109/ACCESS.2017.2712788 [Invited Paper] [ISI indexed]
  • [76] Tamer Mesallam, Mohamed Farahat, Khalid H. Malki, Mansour Alsulaiman, Zulfiqar Ali, Ahmed Al-nasheri and Ghulam Muhammad, “Development of the Arabic Voice Pathology Database (AVPD) and Its Evaluation by using Speech Features and Machine Learning Algorithms,” Journal of Healthcare Engineering, vol. 2017, Article ID 8783751, 13 pages, 2017. DOI:10.1155/2017/8783751.. [ISI indexed]
  • [75] Ghulam Muhammad and M. F. Alhamid, "User Emotion Recognition from a Larger Pool of Social Network Data Using Active Learning," Multimedia Tools and Applications, vol. 76, no. 8, pp. 10881-10892, April 2017. DOI: 10.1007/s11042-016-3912-2 [ISI indexed]
  • [74] Zulfiqar Ali, Mansour Alsulaiman, Ghulam Muhammad, Irraivan Elamvazuthi, Ahmed Al-nasheri, Tamer A. Mesallam, Mohamed Farahat, and Khalid H. Malki, “Intra- and Inter-Database Study for Arabic, English, and German Databases: Do Conventional Speech Features Detect Voice Pathology?” Journal of Voice, vol. 31, no. 3, pp. 386.e1–386.e8, May 2017. DOI: 10.1016/j.jvoice.2016.09.009 [ISI indexed]
  • [73] Wadood Abdul, Zulfiqar Ali, Sanaa Ghouzali, Budour ALfawaz, Ghulam Muhammad and M. Shamim Hossain, “Biometric Security Through Visual Encryption for Fog Edge Computing,” IEEE Access, vol. 5, no. 1, pp. 5531-5538, 2017. DOI: 10.1109/ACCESS.2017.2693438. [ISI indexed]
  • [72] Zulfiqar Ali, Ghulam Muhammad, and M.F. Alhamid, “An Automatic Health Monitoring System for Patients Suffering from Voice Complications in Smart Cities,” IEEE Access, vol. 5, no. 1, pp. 3900-3908, 2017. DOI: 10.1109/ACCESS.2017.2680467. [ISI indexed]
  • [71] M. Shamim Hossain and Ghulam Muhammad, “An emotion recognition system for mobile applications,” IEEE Access, vol. 5, pp. 2281-2287, 2017. DOI: 10.1109/ACCESS.2017.2672829. [ISI indexed]
  • [70] Ghulam Muhammad, M. F. Alhamid, M. Shamim Hossain, Ahmed S. Almogren, and Athanasios Vasilakos, “Enhanced Living by Assessing Voice Pathology Using Co-occurrence Matrix,” Sensors, 17(2), 267, January 2017. DOI: 10.3390/s17020267 [ISI indexed]
  • [69] Amani Alahmadi, Muhammad Hussain, Hatim Aboalsamh, Ghulam Muhammad, George Bebis, and Hassan Mathkour, “Passive Detection of Image Forgery using DCT and Local Binary Pattern,” Signal, Image and Video Processing, vol. 11, no. 1, pp. 81-88, January 2017. DOI 10.1007/s11760-016-0899-0 [ISI indexed]
  • [68] Ahmed Al-nasheri, Ghulam Muhammad, Mansour Alsulaiman, Zulfiqar Ali, Tamer A. Mesallam, Mohamed Farahat, Khalid H. Malki, and Mohamed A. Bencherif, “An Investigation of Multi-Dimensional Voice Program Parameters in Three Different Databases for Voice Pathology Detection and Classification,” Journal of Voice, vol. 31, issue 1, pp. 113.e9-113.e18, January 2017. DOI: 10.1016/j.jvoice.2016.03.019 [ISI indexed] 
  • [67] Ahmed Al-nasheri, Ghulam Muhammad, Mansour Alsulaiman, and Zulfiqar Ali, "Investigation of Voice Pathology Detection and Classification on Different Frequency Regions Using Correlation Functions," Journal of Voice, vol. 31, issue 1, pp. 3-5, January 2017. DOI: 10.1016/j.jvoice.2016.01.014 [ISI indexed] 
  • [66] Mansour Alsulaiman, Awais Mahmood, Ghulam Muhammad, “Speaker recognition based on Arabic phonemes,” Speech Communication, vol. 86, pp. 42-51, February 2017. DOI: 10.1016/j.specom.2016.11.004 [ISI indexed]
  • [65] M. Shamim Hossain, Md. Abdur Rahman, and Ghulam Muhammad, “Cyber Physical Cloud-Oriented Multi-Sensory Smart Home Framework for Elderly People: An Energy Efficiency Perspective,” Journal of Parallel and Distributed Computing, vol. 103, pp. 11-21, May 2017. DOI: 10.1016/j.jpdc.2016.10.005 [ISI indexed]
  • [64] Ghulam Muhammad, S. K. Md. Mizanur Rahman, Abdulhameed Alelaiwi and Atif Alamri, “Smart health solution integrating IoT and cloud: a case study of voice pathology monitoring,” IEEE Communications Magazine, vol. 55, issue 1, pp. 69-73, January 2017. DOI:10.1109/MCOM.2017.1600425CM  [ISI indexed]
  • [63] Ghulam Muhammad, Mansour Alsulaiman, Zulfiqar Ali, Tamer A. Mesallam, Mohamed Farahat, Khalid H. Malki, Ahmed Al-nasheri, and Mohamed A. Bencherif, "Voice Pathology Detection using Interlaced Derivative Pattern on Glottal Source Excitation," Biomedical Signal Processing and Control, vol. 31, pp. 156-164, January 2017. DOI: 10.1016/j.bspc.2016.08.002 [ISI indexed]

2016

  • [62] M. Shamim Hossain and Ghulam Muhammad, "Healthcare Big Data Voice Pathology Assessment Framework," IEEE Access vol. 4, no. 1, pp. 7806-7815, 2016. DOI: 10.1109/ACCESS.2016.2626316 [ISI indexed]
  • [61] M. Shamim Hossain, M. Moniruzzaman, Ghulam Muhammad, Ahmed Al Ghoneim, and Atif Alamri, "Big Data-Driven Service Composition Using Parallel Clustered Particle Swarm Optimization in Mobile Environment," IEEE Transactions on Services Computing, vol. 9, no. 5, pp. 806-817, September/October 2016. DOI: 10.1109/TSC.2016.2598335 [ISI indexed]
  • [60] Ghulam Muhammad, Muhammad Hussain, Muneer Al-Hammadi, Hatim Aboalsamh, Hassan Mathkour, and Amir Saeed Malik, “Short-term and Long-term Memory Analysis of Learning Using 2D and 3D Educational Contents,” Behaviour & Information Technology, vol. 35, no. 11, pp. 958-967, 2016. DOI: 10.1080/0144929X.2016.1212094 [ISI indexed]
  • [59] M. Shamim Hossain and Ghulam Muhammad, "Authenticated media uploading framework for mobile cloud computing," Memetic Computing, vol. 8, no. 4, pp. 3225-332, December 2016. DOI: 10.1007/s12293-016-0200-7 [ISI indexed]
  • [58] M. Shamim Hossain, Ghulam Muhammad, S. K. Md. Mizanur Rahman, Wadood Abdul, Abdulhameed Alelaiwi and Atif Alamri, “Towards End-to-End Biometric-based Security for IoT Infrastructure,” IEEE Wireless Communications Magazine, vol. 23, no. 5, pp. 44-511, October 2016. DOI: 10.1109/MWC.2016.7721741 [ISI indexed] 
  • [57] Md Mohaimenuzzaman, S. M. Monzurur Rahman, Musaed Alhussein, Ghulam Muhammad, and Khondaker Abdullah Al Mamun, "Enhancing Safety in Water Transport System based on Internet of Things for Developing Countries," International Journal of Distributed Sensor Networks, 2016, Article ID 2834616, 10 pages, 2016. DOI:10.1155/2016/2834616 [ISI indexed] 
  • [56] Ghulam Muhammad, Ghadir Altuwaijri, Mansour Alsulaiman, Zulfiqar Ali, Tamer A. Mesallam, Mohamed Farahat, Khalid H. Malki, and Ahmed Al-nasheri, "Automatic Voice Pathology Detection and Classification Using Vocal Tract Area Irregularity," Biocybernetics and Biomedical Engineering, vol. 36, pp. 309-317, 2016. DOI: 10.1016/j.bbe.2016.01.004 [ISI indexed] 
  • [55] Abdulhameed Alelaiwi, Wadood Abdul, M. Solaiman Dewan, Mahmoud Migdadi, and Ghulam Muhammad, "Steerable pyramid transform and local binary pattern based robust face recognition for e-Health secured login," Computers and Electrical Engineering, vol. 53, pp. 435-443, July 2016. DOI: 10.1016/j.compeleceng.2016.01.008 [ISI indexed] 
  • [54] M. Shamim Hossain and Ghulam Muhammad, "Cloud-Assisted Industrial Internet of Things (IIoT)-enabled Framework for Health Monitoring," Computer Networks, vol. 101, pp. 192-202, 2016. DOI: 10.1016/j.comnet.2016.01.009 [ISI indexed] 
  • [53] M. Shamim Hossain, Ghulam Muhammad, M. F. Alhamid, Biao Song, and Khaled Al-Mutib, “Audio-Visual Emotion Recognition Using Big Data Towards 5G,” Mobile Networks and Applications (MONET), vol. 221, no. 5, pp. 753-763, October 2016. DOI: 10.1007/s11036-016-0685-9 [ISI indexed] 
  • [52] Saeed Bamatraf, Muhammad Hussain, Hatim A. Aboalsamh, Qazi Emad-Ul-Haq, Aamir Saeed Malik, HafeezUllah Amin, Hassan Mathkour, Ghulam Muhammad and Hafiz Muhammad Imran, "A System for True and False Memory Prediction based on 2D and 3D Educational Contents and EEG Brain Signals," Computational Intelligence and Neuroscience, Volume 2016 (2016), Article ID 842687, 11 pages, 2016. DOI: 10.1155/2016/8491046 [ISI indexed] 
  • [51] Zulfiqar Ali, Irraivan Elamvazuthi, Mansour Alsulaiman, and Ghulam Muhammad, “Detection of Voice Pathology using Fractal Dimension in a Multiresolution Analysis of Normal and Disordered Speech Signals,” Journal of Medical Systems, vol. 40, issue. 20, 10 pages, 2016. DOI 10.1007/s10916-015-0392-2 [ISI indexed] 
  • [50] Zulfiqar Ali, Irraivan Elamvazuthi, Mansour Alsulaiman, and Ghulam Muhammad, “Automatic Voice Pathology Detection with Running Speech by Using Estimation of Auditory Spectrum and Cepstral Coefficients Based on the All-Pole Model,” Journal of Voice, 2015. DOI: 10.1016/j.jvoice.2015.08.010 [ISI indexed] 
  • [49] M. Shamim Hossain and Ghulam Muhammad, "Audio-Visual Emotion Recognition using Multi-Directional Regression and Ridgelet Transform," Journal on Multimodal User Interfaces, 2015. DOI: 10.1007/s12193-015-0207-2 [ISI indexed] 
  • [48] Zulfiqar Ali, Mansour Alsulaiman, Irraivan Elamvazuthi, Ghulam Muhammad, Tamer A. Mesallam, Mohamed Farahat, Khalid H. Malki, "Voice pathology detection based on the modified voice contour and SVM," Biologically Inspired Cognitive Architectures, vol. 15, pp. 10-18, January 2016. DOI:10.1016/j.bica.2015.10.004 [ISI indexed]
  • [47] Awais Mahmood, Mansour Alsulaiman, Ghulam Muhammad, Sheeraz Akram, “Artificially Intelligent Recognition of Arabic Speaker using Voice Print Based Local Features,” Journal of Experimental & Theoretical Artificial Intelligence, vol. 28, no. 6, pp. 1009-1020, October 2016. DOI: 10.1080/0952813X.2015.1055827 [ISI indexed] 
  • [46] Q. Fang, C. Xu, M. Shamim Hossain, and Ghulam Muhammad, “STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System,” ACM Transactions on Intelligent Systems and Technology, (ACM TIST), vol. 7, no. 4, Article 59, March 2016, 30 pages. DOI: 10.1145/2842631 [ISI indexed] 

2015

  • [45] Q. Fang, C. Xu, J. Sang, M. Shamim Hossain, and Ghulam Muhammad, “Word-of-Mouth Understanding Multimodal Aspect-Opinion Mining in Social Media,” IEEE Transactions on Multimedia, vol. 17, no. 12, pp. 2281-2296, December 2015. DOI: 10.1109/TMM.2015.2491019 [ISI indexed] 
  • [44] Musaed Alhussein and Ghulam Muhammad, “Watermarking of Parkinson Disease Speech in Cloud-Based Healthcare Framework,” International Journal of Distributed Sensor Networks, Volume 2015, Article ID 264575, 9 pages, 2015. DOI: 10.1155/2015/264575 [ISI indexed] 
  • [43] M. Shamim Hossain, Ghulam Muhammad, Biao Song, Mehedi Hassan, Abdulhameed Alelaiwi, Atif Alamri, “Audio-Visual Emotion-Aware Cloud Gaming Framework,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 12, pp. 2105-2118, December 2015. DOI: 10.1109/TCSVT.2015.2444731 [ISI indexed] 
  • [42] M. Shamim Hossain and Ghulam Muhammad, “Cloud-Assisted Speech and Face Recognition Framework for Health Monitoring,” Mobile Networks and Applications (MONET), vol. 20, no. 3, pp. 391-399, 2015. DOI: 10.1007/s11036-015-0586-3 [ISI indexed] 
  • [41] M. Hussain, Sahar Q. Saleh, George Bebis, Ghulam Muhammad, H. Aboalsamh, and Hassan Mathkour, “Evaluation of Image Forgery Detection Using Multi-Scale Weber Local Descriptors,” International Journal on Artificial Intelligence Tools, vol. 24, no. 4, pp. 1540016 (28 pages), 2015. DOI: 10.1142/S0218213015400163 [ISI indexed] 
  • [40] Ghulam Muhammad, “Automatic speech recognition using interlaced derivative pattern for cloud based healthcare system,” Cluster Computing (Springer), vol. 18, No. 2, pp. 795-802, June 2015. DOI: 10.1007/s10586-015-0439-7 [ISI indexed] 
  • [39] Ghulam Muhammad, “Date fruits classification using texture descriptors and shape-size features,” Engineering Applications of Artificial Intelligence, vol. 37, pp. 361-367, 2015. DOI: 10.1016/j.engappai.2014.10.001 [ISI indexed] 
  • [38] A. Alelaiwi, A. Alghamdi, M. Shorfuzzaman, M. Rawashdeh, M. Shamim Hossain, and Ghulam Muhammad, “Enhanced engineering education using smart class environment,” Computers and Human Behavior, vol. 51, pp. 852-856, 2015. DOI: 10.1016/j.chb.2014.11.061. [ISI indexed] 
  • [37] Ghulam Muhammad, M. Masud, A. Alelaiwi, M. A. Rahman, A. Karime, A. Alamri, M. Shamim Hossain, “Spectro-temporal directional derivative based automatic speech recognition for a serious game scenario,” Multimedia Tools and Applications, vol. 74, issue 14, pp. 5313-5327, 2015. DOI: 10.1007/s11042-014-1973-7. [ISI indexed] 

2014

  • [36] Atif Alamri, Ghulam Muhammad, Abdulhameed A. Al Elaiwi, Khalid N. Al-Mutib, and M. Shamim Hossain, “Media Content Adaptation Framework for Technology Enhanced Mobile e-Learning,” Journal of Universal Computer Science, vol. 20, no. 15, pp. 2016-1023, December 2014. DOI: 10.3217/jucs-020-15-2016 [ISI indexed]
  • [35] Ihsan Ullah, Hatim Aboalsamh, Muhammad Hussain, Ghulam Muhammad, George Bebis, “Gender Classification from Facial Images Using Texture Descriptors,” Journal of Internet Technology, Vol. 15 No. 5, pp. 801-812, September 2014. DOI: 10.6138/JIT.2014.15.5.10 [ISI indexed]
  • [34] M. Shamim Hossain and Ghulam Muhammad, “Cloud-based Collaborative Media Service Framework for Health-Care,” International Journal of Distributed Sensor Networks, vol. 2014, Article ID 858712, 11 pages, February 2014. DOI:10.1155/2014/858712,2014. [ISI indexed]
  • [33] Ghulam Muhammad and Moutasem Melhem, “Pathological Voice Detection and Binary Classification Using MPEG-7 Audio Features,” Biomedical Signal Processing and Controls, 11 (2014), pp. 1 – 9, May 2014. DOI: 10.1016/j.bspc.2014.02.001. [ISI indexed]
  • [32] Ghulam Muhammad, Muneer H. Al-Hammadi, Muhammad Hussain, and George Bebis, “Image forgery detection using steerable pyramid transform and local binary pattern,” Machine Vision and Applications, vol. 25, no. 4, pp. 985-995, May 2014. DOI: 10.1007/s00138-013-0547-4 [ISI indexed]
  • [31] Muhammad Hussain, Salabat Khan, Ghulam Muhammad, Iftikhar Ahmad, and George Bebis, “Effective Extraction of Gabor Features for False Positive Reduction and Mass Classification in Mammography,” Applied Mathematics & Information Sciences, Vol. 8, No. 1L, pp. 397-412, April 2014. DOI: 10.12785/amis/081L50 [ISI indexed]
  • [30] Maryam Jabery, George Bebis, Muhammad Hussain, and Ghulam Muhammad, “Accurate and robust localization of duplicated region in copy-move image forgery,” Machine Vision and Applications, vol. 25, no. 2, pp. 451-475, February 2014. DOI: 10.1007/s00138-013-0522-0. [ISI indexed]
  • [29] M. S. Hossain, Mehedi Masud, Ghulam Muhammad, Majdi Rawashdeh, and M. Mehedi Hassan, “Automated and user involved data synchronization in collaborative e-health environments,” Computers in Human Behavior, Vol. 30, pp. 485-490, January 2014. DOI: 10.1016/j.chb.2013.06.019 [ISI indexed]
  • [28] Hamid R. Abachi and Ghulam Muhammad, “The impact of M-learning technology on students and educators,” Computers in Human Behavior, Vol. 30, pp. 491-496, January 2014. DOI: 10.1016/j.chb.2013.06.018 [ISI indexed]
  • [27] Awais Mahmood, Mansour Alsulaiman, and Ghulam Muhammad, “Automatic Speaker Recognition using Multi Directional Local Features (MDLF),” Arabian Journal of Science and Engineering, vol. 39, no. 5, pp. 3799-3811, 2014 DOI: 10.1007/s13369-014-1048-0. [ISI indexed]

2013

  • [26] Muhammad Hussain, Ihsan Ullah, Hatim Aboalsamh, Ghulam Muhammad, George Bebis, and Anwar M. Mirza, “Gender Recognition from Face Images with Dyadic Wavelet Transform and Local Binary Pattern", International Journal on Artificial Intelligence Tools, Vol. 22, No. 6, 1360018 (18 pages), 2013. DOI: 10.1142/S021821301360018X [ISI indexed]
  • [25] Shicay Yang, George Bebis, Muhammad Hussain, Ghulam Muhammad, and Anwar M. Mirza, “Unsupervised discovery of visual face categories,” International Journal on Artificial Intelligence Tools, Vol. 22, No. 1, 1250029 (30 pages), 2013. DOI: 10.1142/S0218213012500297 [ISI indexed]
  • [24] Muhanad Jazzar and Ghulam Muhammad, “Feature Selection Based Verification/Identification System Using Fingerprints and Palm Print,” Arabian Journal of Science and Engineering, Vol. 38, No. 4, pp. 849-857, 2013. DOI: 10.1007/s13369-012-0524-7 [ISI indexed]
  • [23] Ghulam Muhammad and Muhammad Hussain, “Passive Detection of Copy-Move Image Forgery using Undecimated Wavelets and Zernike Moments,” Information Journal, Vol.16, No.5, pp. 2957-2964, May 2013. [ISI indexed]
  • [22] Mohamed I. Alkanhal, Ghulam  Muhammad, and Mohammed A. Al-Manie, "Face recognition using nonlinear correlation filter," Information Journal, Vol.16, No.6(B), pp. 4151-4164, June 2013. [ISI indexed]
  • [21] Mansour Alsulaiman, Ghulam  Muhammad, Mohamed Bencherif, Awais Mahmood and Zulfiqar Ali, "KSU Rich Arabic Speech Database," Information Journal, Vol.16, No.6(B), pp. 4231-4254, June 2013. [ISI indexed]

2012

  • [20] Ghulam Muhammad, Muhammad Hussain, Fatimah Alenezy, George Bebis, Anwar M. Mirza, and Hatim Aboalsamh, "Race classification from face images using local descriptors," International Journal on Artificial Intelligence Tools, Vol. 21, No. 5, 2012. DOI: 10.1142/S0218213012500194 [ISI indexed]
  • [19] Ghulam Muhammad, Muhammad Hussain, and George Bebis, “Passive copy move image forgery detection using undecimated dyadic wavelet transform,” Digital Investigation, Elsevier, vol.9, issue 1, pp. 49-57, 2012. DOI: 10.1016/j.diin.2012.04.004 [ISI indexed]
  • [18] Ghulam Muhammad, Tamer Mesallam, Khalid Almalki, Mohamed Farahat, Awais Mahmood, and Mansour Alsulaiman, “Multi Directional Regression (MDR) Based Features for Automatic Voice Disorder Detection,” Journal of Voice, Elsevier, Vol. 26, No. 6, pp. 817.e19-817.e27, 2012. DOI: 10.1016/j.jvoice.2012.05.002 [ISI Indexed]
  • [17]  Hesham A. Al-Twaijry, Mejahed C. Mekhallalati, Hamid R. Abachi, and Ghulam Muhammad, "A Rubrics based Quality Improvement Methodology for ABET accreditation," International Journal of Engineering Education, Vol. 28, No. 6, pp. 1266–1273, 2012. [ISI indexed]

2011

  • [16]  Foyzul Hassan, M. R. A. Kotwal, Ghulam Muhammad, M. N. Huda, "MLN-based Bangla ASR using context sensitive triphone HMM," Int. J. Speech Technol., Springer, DOI 10.1007/s10772-011-9095-3, June 2011.
  • [15] Ghulam Muhammad and Khalid Alghathbar, "Environment recognition for digital audio forensics using mpeg–7 and Mel cepstral features," Journal of Electrical Engineering, Vol. 62, No. 4, pp.199–205, August 2011. [ISI indexed]
  • [14] M. R. A. Kotwal, Fouzul Hassan, Ghulam Muhammad, and M.N. Huda, "Tandem MLNs based Phonetic Feature Extraction," International Journal of Computer Information Systems and Industrial Management Applications, Volume 3, pp.088-095, 2011.
  • [13] Ghulam Muhammad, Tamer A Mesallam, Khalid H Malki, Mohamed Farahat, Mansour Alsulaiman and Manal Bukhari, "Formant analysis in dysphonic patients and automatic Arabic digit speech recognition," BioMedical Engineering OnLine 2011, 10:41. (doi:10.1186/1475-925X-10-41). [ISI indexed]
  • [12] Ghulam Muhammad, “Extended Average Magnitude Difference Function (EAMDF) Based Pitch Detection”, International Arab Journal on Information Technology (IAJIT), vol. 8, no. 2, pp. 222-228, April 2011. [ISI indexed]
  • [11] Foyzul Hassan, Mohammed Rokibul Alam Kotwal, Mohammad Mahedi Hasan, Muhammad Ghulam, Mohammad Nurul Huda, “Inhibition/Enhancement Network Based ASR using Multiple DPF Extractors,” Journal of Multimedia 6(5), pp. 395-403, 2011.

2010

  • [10] Mansour Alsulaiman, Youssef Alotaibi, Muhammad Ghulam, Mohamed A. Bencherif and Awais Mahmood, “Arabic Speaker Recognition: Babylon Levantine Subset Case Study”, Journal of Computer Science 6 (4): 381-385, 2010.
  • [09]  Ghulam Muhammad, “Noise-Robust Pitch Detection using Auto-correlation Function with Enhancements,” Journal of King Saud University (CCIS section), vol. 22 (1), July 2010.
  • [08]  Yousef A. Alotaibi and Ghulam Muhammad, “Study on pharyngeal and uvular consonants in foreign accented Arabic for ASR,” Computer Speech and Language, Elsevier Science, vol. 24, pp. 219-231, 2010. [ISI indexed]
  • [07]  Mohammad Nurul Huda, Manoj Banik, Ghulam Muhammad, Mashud Kabir, and Bernd J. Kroger, “Effects of Syllable Language Model on Distinctive Phonetic Features (DPFs) based Phoneme Recognition Performance,” Journal of Multimedia, Vol. 5, No. 6, pp. 543-550, 2010.

2009

  • [06]  Ghulam Muhammad, “Acoustic quality normalization for robust automatic speech recognition,” Int. J. Speech Technol., Springer, doi: 10.1007/s10772-009-9024-x, pp. 175-182, 2009.
  • [05]  K. Abdullah-Al-Mamun, F. Sarker, and Ghulam Muhammad, “A high resolution pitch detection algorithm based on AMDF and ACF,” Journal of Scientific Research, 1(3), pp.508-515, doi:10.3329/jsr.vli3.xxxx, 2009.

2008 and before

  • [04]   Mohammad Nurul Huda, Muhammad Ghulam, Takashi Fukuda, Kouichi Katsurada, and Tsuneo Nitta, “Canonicalization of Feature Parameters for Robust Speech Recognition Based on Distinctive Phonetic Feature (DPF) Vectors,” IEICE Trans. Inf. & Syst., vol. E91-D, no. 3, pp. 488-498, March, 2008. [ISI indexed]
  • [03]  Muhammad Ghulam, Junsei Horikawa, Kouichi Katsurada, and Tsuneo Nitta, “A pitch-synchronous peak-amplitude (PS-PA) based feature extraction method for noise robust ASR,” IEICE Trans. Inf. & Syst., vol. E89-D, no.11, pp. 2766-2774, November 2006. [ISI indexed]
  • [02]  Muhammad Ghulam, Takashi Fukuda, Kouichi Katsurada, Junsei Horikawa, and Tsuneo Nitta, "PS-ZCPA based features extraction with auditory masking, modulation enhancement and noise reduction for robust ASR," IEICE Trans. Inf. & Syst., vol. E89-D, no.3, pp.1015-1023, March 2006. [ISI indexed]
  • [01]  Muhammad Ghulam, Takaharu Sato, Takashi Fukuda, and Tsuneo Nitta, “Confidence scoring for accurate HMM-based speech recognition by using monophone-level normalization based on subspace method,” IEICE Trans. Inf. & Syst., vol. E86-D, no.3, pp.430-437, March 2003. [ISI indexed]
مزيد من المنشورات
publications
Journal Articles

2021

publications
International Conference Paper

International Conference Papers
2020

publications
Speech Corpus: Mansour Alsulaiman, Ghulam Muhammad, Bencherif Mohamed Abdelkader, Awais Mahmood, Zulfiqar Ali, King Saud University Arabic Speech Database LDC2014S02. Web Download. Philadelphia: Linguistic Data Consortium, 2014. ISBN 1-58563-669-X
2014