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Faculty members

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Inside a building, a man dressed in a traditional white uniform with a red and white Saudi shemagh wears a neutral expression as if he were taking a picture of a faculty file at Qassim University.
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Muhammad Islam Shamandroz Khan

Full Professor
College of Engineering
section

Personal data

  • +966598894291
  • muha.khan@qu.edu.sa
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    Scientific qualifications

      Research interests

        Published research

        • CNN Assisted Dual Reservoir Hybrid Network for Power Consumption Forecasting (2025-01-01)
        • Optimized Attention Assisted Network for Forensic-Aware Malware Detection in Consumer Electronics (2025-11-01)
        • Med-ReLU: A Parameter-Free Hybrid Activation Function for Deep Artificial Neural Networks Used in Medical Image Segmentation (2025-01-01)
        • A deep dive into cybersecurity solutions for AI-driven IoT-enabled smart cities in advanced communication networks (2024-11-15)
        • Lightweight Encryption Technique to Enhance Medical Image Security on Internet of Medical Things Applications (2021-01-01)
        • Link and Loss Aware GW-COOP Routing Protocol for FANETs (2021-01-01)
        • Optimal Features Driven Attention Network With Medium-Scale Benchmark for Wheat Diseases Recognition (2024-01-01)
        • Optimizing healthcare data quality with optimal features driven by mutual entropy gain (2024-09-25)
        • A Real-Time Framework for Human Face Detection and Recognition in CCTV Images (2022-03-03)
        • A deep dive into AI integration and advanced nanobiosensor technologies for enhanced bacterial infection monitoring (2024-08-16)
        • A Comprehensive Systematic Literature Review of Machine Learning in Nanotechnology for Sustainable Development (2024-08-17)
        • Hajj Crowd Management Using CNN-Based Approach (2021-01-01)
        • An Improved iBAT-COOP Protocol for Cooperative Diversity in FANETs (2021-01-01)
        • Sparse Crowd Flow Analysis of Tawaaf of Kaaba During the COVID-19 Pandemic (2022-01-01)
        • X-ray Image-Based COVID-19 Patient Detection Using Machine Learning-Based Techniques (2022-01-01)
        • Multiscale Attention-over-Attention Network for Retinal Disease Recognition in OCT Radiology Images (2024-11-08)
        • Real-Time Face Mask Detection to Ensure COVID-19 Precautionary Measures in Developing Countries (2022-04-01)
        • Combining the Transformer and Convolution for Effective Brain Tumor Classification Using MRI Images (2023-03-01)
        • An Efficient Lightweight Hybrid Model with Attention Mechanism for Enhancer Sequence Recognition (2023-01-01)
        • Suppressing Voltage Spikes of MOSFET in H-Bridge Inverter Circuit (2021-02-01)
        • Unmanned Aerial Vehicles for Crowd Monitoring and Analysis (2021-12-01)
        • A Privacy-Preserving, Trust Relationship (PTR) Model for the Internet of Vehicles (2021-12-01)
        • Open-Circuit Fault Detection in a Multilevel Inverter Using Sub-Band Wavelet Energy (2022-01-01)
        • Design and Implementation: An IoT Framework-Based Automated Wastewater Irrigation System (2023-01-01)
        • Mitigating the Risks of Malware Attacks with Deep Learning Techniques (2023-07-01)
        • Fault Feature Extraction Using Discrete Wavelet Transform and Artificial Neural Network for Induction Motor Availability Monitoring in an Internet of Things Enabled Environment (2022-11-01)
        • An Efficient and Effective Deep Learning-Based Model for Real-Time Face Mask Detection (2022-04-01)
        • To Assist Oncologists: An Efficient Machine Learning-Based Approach for Anti-Cancer Peptides Classification (2022-06-01)
        • An Effective Skin Cancer Classification Mechanism via Medical Vision Transformer (2022-06-01)
        • An Efficient Pest Detection Framework with a Medium-Scale Benchmark to Increase Agricultural Productivity (2022-12-01)
        • An IoT-Enabled Anomaly Detection System for Smart City Surveillance (2023-02-01)
        • Toward a Vision-Based Intelligent System: A Stacked Encoded Deep Learning Framework for Sign Language Recognition (2023-11-01)
        • Entice to Trap: Enhanced Protection Against a Rate-Aware Intelligent Jammer in Cognitive Radio Networks (2022-03-01)
        • Enhancing Short-Term Electrical Load Forecasting for Sustainable Energy Management in Low-Carbon Buildings (2023-12-01)
        • Computer Network Redundancy Reduction Using Video Compression (2023-06-01)
        • Exploring Cybersecurity Education and Training Techniques: A Comprehensive Review of Traditional, Virtual Reality, and Augmented Reality Approaches (2023-12-01)
        • Effective Video Summarization Using Channel Attention-Assisted Encoder-Decoder Framework (2024-06-01)
        • Crystal Structure Algorithm (CryStAl) Based Selective Harmonic Elimination Modulation in a Cascaded H-Bridge Multilevel Inverter (2021-12-01)
        • Solar Power Prediction Using Dual Stream CNN-LSTM Architecture (2023-01-01)
        • Reliable ECG classification using parallel hybrid models with limited resources (2026-03-02)
        • Analyzing Usability of Educational Websites Using Automated Tools (2019-01-01)
        • Pose and Illumination Invariant Face Recognition in Video via Motion Analysis and Texture Feature Optimization (2025-01-01)
        • SDN-Assisted Spatial Encoded Sequence Enabled BLSTM-Based Zero-Trust Anomaly Detection Model for Consumer Electronics of Smart Cities (2025-11-01)
        • Optimizing Content Cache With Vehicular Edge Computing: A Novel Predictive Study Based on Deep Federated Learning (2025-05-01)
        • Mitigation of Harmonics Using Novel Sector-Based Switching Pattern Space Vector Pulse Width Modulation (2023-01-01)
        • LUVS-Net: A Lightweight U-Net Vessel Segmentor for Retinal Vasculature Detection in Fundus Images (2023-04-01)
        • Applying a Multidimensional Framework in Agile Software Development (MDFA) (2021-01-01)
        • An Adaptive Hybrid Control of Grid-Tied Inverter for the Reduction of Total Harmonic Distortion and Improvement of Robustness Against Grid Impedance Variation (2022-07-01)
        • Real-Time Specific Weed Recognition System Using Histogram Analysis (2006-01-01)
        • Crowd Counting Using End-to-End Semantic Image Segmentation (2021-06-01)
        • Abnormal Activity Recognition from Surveillance Videos Using Convolutional Neural Networks (2021-12-01)
        • An Overview of the Current Challenges, Trends, and Protocols in the Field of Vehicular Communication (2022-11-01)
        • Improving the Efficiency of Multistep Short-Term Electricity Load Forecasting via R-CNN with ML-LSTM (2022-09-01)
        • Lightweight encryption technique to enhance medical image security on internet of medical things applications (2021-01-01)
        • An effective skin cancer classification mechanism via medical vision transformer (2022-01-01)
        • Combining the transformer and convolution for effective brain tumor classification using MRI images (2023-01-01)
        • A Real-Time Framework for Human Face Detection and Recognition in CCTV Images (2022-01-01)
        • Exploring cybersecurity education and training techniques: a comprehensive review of traditional, virtual reality, and augmented reality approaches (2023-01-01)
        • Solar power prediction using dual stream CNN-LSTM architecture (2023-01-01)
        • A comprehensive survey of cybersecurity threats, attacks, and effective countermeasures in industrial internet of things (2023-01-01)
        • A deep dive into cybersecurity solutions for AI-driven IoT-enabled smart cities in advanced communication networks (2025-01-01)
        • Improving the efficiency of multistep short-term electricity load forecasting via R-CNN with ML-LSTM (2022-01-01)
        • An IoT enabled anomaly detection system for smart city surveillance (2023-01-01)
        • A deep dive into AI integration and advanced nanobiosensor technologies for enhanced bacterial infection monitoring (2024-01-01)
        • Abnormal activity recognition from surveillance videos using convolutional neural network (2021-01-01)
        • Unmanned Aerial Vehicles for Crowd Monitoring and Analysis (2021-01-01)
        • An efficient and effective deep learning-based model for real-time face mask detection (2022-01-01)
        • Wind Energy Assessment Using Weibull Distribution with Different Numerical Estimation Methods: A Case Study (2023-01-01)
        • An overview of the current challenges, trends, and protocols in the field of vehicular communication (2022-01-01)
        • A Comprehensive Systematic Literature Review of Machine Learning in Nanotechnology for Sustainable Development (2024-01-01)
        • Hajj Crowd Management Using a CNN-Based Approach (2021-01-01)
        • An efficient pest detection framework with a medium-scale benchmark to increase agricultural productivity (2022-01-01)
        • Improving Short-Term Electrical Load Forecasting for Sustainable Energy Management in Low-Carbon Buildings (2023-01-01)
        • A deep-learning model for real-time detection and localization of the red palm weevil (2022-01-01)
        • Design and implementation: an IoT-framework-based automated wastewater irrigation system (2022-01-01)
        • Crowd counting using end-to-end semantic image segmentation (2021-01-01)
        • Fault Feature Extraction Using the Discrete Wavelet Transform and an Artificial Neural Network for Induction Motor Availability Monitoring—An Internet of Things-Enabled Environment (2022-01-01)
        • Mitigating the Risks of Malware Attacks Using Deep Learning Techniques (2023-01-01)
        • To Assist Oncologists: An Efficient Machine Learning-Based Approach for Classifying Anticancer Peptides (2022-01-01)
        • Open-Circuit Fault Detection in a Multilevel Inverter Using Sub-Band Wavelet Energy (2021-01-01)
        • Analyzing the Usability of Educational Websites Using Automated Tools (2019-01-01)
        • Crystal Structure Algorithm (CryStAl) Based Selective Harmonic Elimination Modulation in a Cascaded H-Bridge Multilevel Inverter (2021-01-01)
        • Real-time face mask detection to ensure compliance with COVID-19 precautionary measures in developing countries (2022-01-01)
        • Toward a Vision-Based Intelligent System: A Stacked Encoded Deep Learning Framework for Sign Language Recognition (2023-01-01)
        • Link- and Loss-Aware GW-COOP Routing Protocol for FANETs (2021-01-01)
        • Software-Defined Radio for RFID Applications (2009-01-01)
        • Autonomous Network Management for 6G Communications: A Comprehensive Survey (2025-01-01)
        • Securing communication networks at the physical layer: A DRL and phase optimization approach (2025-01-01)
        • An external features-based approach to date grading and analysis using image processing (2022-01-01)
        • Towards efficient detection and crowd management for law enforcing agencies (2021-01-01)
        • Modulation Technique for Software-Defined Radio Applications (2009-01-01)
        • Weed Classification Using Angular Cross-Sectional Intensities for Real-Time Selective Herbicide Applications (2007-01-01)
        • Weed Classification Using Histogram Maxima with a Threshold for Selective Herbicide Applications (2007-01-01)
        • Real-time specific weed recognition system using histogram analysis (2006-01-01)
        • Deep Learning-Based Detection of Cyber Threats Using Adaptive 5G Shared Slice Security Approaches (2023-01-01)
        • Mitigation of harmonics using a novel sector-based switching pattern for space vector pulse width modulation (2023-01-01)
        • Entice to Trap: Enhanced Protection Against a Rate-Aware Intelligent Jammer in Cognitive Radio Networks (2022-01-01)
        • Suppressing Voltage Spikes in MOSFETs in an H-Bridge Inverter Circuit (2021-01-01)
        • Date Fruit Grading and Sorting Classification Algorithm Using Color and Shape Features (2020-01-01)
        • Bit Error Rate (BER) for Modulation Techniques Using Software-Defined Radio (2009-01-01)
        • Multiscale Attention-over-Attention Network for Retinal Disease Recognition in OCT Radiology Images (2024-01-01)
        • The Transparency-Privacy Trade-off in Blockchain-Based Supply Chains in the Industrial Internet of Things (2021-01-01)
        • Weed Classification Using Two-Dimensional Weed Coverage Rate (2D-WCR) for Real-Time Selective Herbicide Applications (2007-01-01)
        • Effective Video Summarization Using a Channel Attention-Assisted Encoder–Decoder Framework (2024-01-01)
        • Optimized Attention-Assisted Network for Forensic-Aware Malware Detection in Consumer Electronics (2025-01-01)
        • An efficient lightweight hybrid model with attention mechanism for enhancer sequence recognition (2022-01-01)
        • Real-time Monitoring of COVID-19 Standard Operating Procedures at Public Gatherings Using Deep Learning Techniques (2021-01-01)
        • Edge based real-time weed recognition system for selective herbicides (2008-01-01)
        • Properties of Concrete Containing Recycled Plastic as Coarse Aggregate (2015-01-01)
        • Optimal Feature-Driven Attention Network with a Medium-Scale Benchmark for Wheat Disease Recognition (2024-01-01)
        • An Improved iBAT-COOP Protocol for Cooperative Diversity in FANETs (2021-01-01)
        • A Lightweight Encryption Technique to Enhance Medical Image Security in Internet of Medical Things Applications. IEEE Access 9, 47731–47742 (2021) (2021-01-01)
        • Link Budget Design for RF Line-of-Sight via Theoretical Propagation Prediction (2019-01-01)
        • Pollution reduction by roadside greenbelts in and around urban areas. Urban Forestry and Urban Greenery. 11, 460–464 (2012-01-01)
        • An adaptive hybrid control of grid tied inverter for the reduction of total harmonic distortion and improvement of robustness against grid impedance variation (2022-01-01)
        • A Privacy-Preserving, Trust Relationship (PTR) Model for the Internet of Vehicles (2021-01-01)
        • Performance of RFID with AWGN and Rayleigh fading channels for SDR application (2010-01-01)
        • Optimizing healthcare data quality with optimal features driven by mutual entropy gain (2025-01-01)
        • Wavelet frequency transformation for specific weeds recognition (2021-01-01)
        • Modulation techniques for RFID transceiver using software defined radio (2012-01-01)
        • Statistical-based real-time selective herbicide weed classifier (2011-01-01)
        • Partial replacement of whole milk with vitamin-mineral fortified soymilk for rearing calves (2011-01-01)
        • A real-time specific weed recognition system by measuring weeds density through mask operation (2008-01-01)
        • Real-time specific weed recognition system using statistical methods (2007-01-01)
        • CNN Assisted Dual Reservoir Hybrid Network for Power Consumption Forecasting (2025-01-01)
        • Med-ReLU: A Parameter-Free Hybrid Activation Function for Deep Artificial Neural Networks Used in Medical Image Segmentation (2025-01-01)
        • q, AAC Braga, A. Syed, AH Bahkali, JF Trant and Z. Shafiq (2022-01-01)
        • X-ray image-based COVID-19 patient detection using machine learning-based techniques (2022-01-01)
        • Keeping quality of cow milk in different containers with or without sodium bicarbonate (2012-01-01)
        • Software defined radio for RFID signal in Rayleigh fading channel (2010-01-01)
        • Comparative Study of Serum IgE Level in Frequent Relapse and Infrequent Relapse Nephrotic Syndrome in Children. (2023-01-01)
        • Design and fabrication of fluidized bed pyrolysis system (2020-01-01)
        • QAM in software defined radio for vehicle safety application (2010-01-01)
        • Radon transform based real-time weed classifier (2007-01-01)
        • The effects of phosphorus fertilizer and clipping on leaf growth and nutritional quality in 2 clones of Atriplex amnicola (2000-01-01)
        • Computationally validated nonlinear control of leukemia chemotherapy using barrier-based super-twisting sliding mode with IGWO optimization (2026-01-01)
        • Efficient Fruit Grading and Selection System Leveraging Computer Vision and Machine Learning (2024-01-01)
        • Effect of different levels of water on qualitative characteristics of Lassi prepared from reconstituted milk (2016-01-01)
        • Modulation schemes of SDR for RFID signal transmission performance evaluation (2013-01-01)
        • RFID communication using software defined radio technique (2010-01-01)
        • Effect of micronutrient supplementation on the performance of dairy cows (2010-01-01)
        • Reliable ECG classification using parallel hybrid models with limited resources (2026-01-01)
        • An improved African vulture optimization algorithm for energy comfort management in occupancy driven smart buildings (2026-01-01)
        • Sparse Crowd Flow Analysis of Tawaaf of Kaaba During the COVID-19 Pandemic (2022-01-01)
        • Fast pyrolysis system of biomass solid waste for bio-oil (2018-01-01)
        • Bit Error Rate Performance of RFID Signal in SDR Communication (2016-01-01)
        • Performance evaluation of MISO for RFID signal using software defined radio (2011-01-01)
        • Intelligent vehicle crash data analysis using software defined radio (2009-01-01)
        • Real-time machine vision weed classification for selective herbicide application (2007-01-01)
        • Farmanullah. 2019. Monitoring anthelmintics resistance and assessing effectiveness of herbal anthelmintics against small ruminants’ nematodes infection in Pakistan (2026-01-01)
        • LADNET: an MRI-based deep learning approach for Alzheimer's disease detection (2026-01-01)
        • Photovoltaic Power Forecasting for Sustainable Grid Integration: A Hybrid Deep Learning Approach (2025-01-01)
        • Computer Network Redundancy Reduction Using Video Compression (2023-01-01)
        • The imperialistic notions in the linguistic elements of education policy of Pakistan (2009): A historical discourse analysis (2019-01-01)
        • Phosphate Level in Some Selected Surface and Ground Water Bodies of Rajshahi City Corporation (2015-01-01)
        • Effect of different levels of sulphur and phosphorus application on nitrogen fixation and yield of chickpea (Cicer arietinum L.) (2009-01-01)
        • Symbiotic Convolution Block (SCB): An Implicit Feature Recalibration without Attention-Mechanism for Efficient CNNs in Image Classification (2026-01-01)
        • CALCNet: A Novel Cross-Module Attention Network for Efficient Land Cover Classification (2026-01-01)
        • Towards an Information Verification Ecosystem: Integrating RTI, Digital Governance, and Disinformation Mitigation in District Swat (2026-01-01)
        • THE FACTORS RESPONSIBLE FOR HIGH BODY MASS INDEX (BMI) IN THE LOCAL POPULATION OF MALAKAND PAKISTAN (2025-01-01)
        • Design and Production of a Solarpowered Rotary Charcoal Dryer for Rural Farmers in Nigeria (2025-01-01)
        • Multistep Meshed Multivariate Energy Load Forecasting Through GSO Algorithm Using LSTM Selection Techniques in NOAA Energy Facility (2025-01-01)
        • Interference Prevention in Cognitive Radio Networks (2025-01-01)
        • Interference Mitigation Signal Shaping Techniques in Cognitive Radios (2025-01-01)
        • Temperature Dependency of Photoelectronic Properties of Group III-V Arsenide Solar Cell (2024-01-01)
        • Deep Implicit Supervision with Multiscale Feature Mapping for COVID-19 Detection in Chest Radiography Images (2023-01-01)
        • Design and Implementation: An IoT-Framework-Based Automated Wastewater Irrigation System. Electronics 2023, 12, 28 (2022-01-01)
        • 2-amino-6-methylpyridine based salt converted to carbon electrode material for supercapacitive application (2021-01-01)
        • Crowd Counting through End-to-End Semantic Scene Segmentation. Electronics 2021, 10, 1293 (2021-01-01)
        • A Privacy Preserved, Trust Relationship (PTR) Model for Internet of Vehicles. Electronics 2021, 10, 3105 (2021-01-01)
        • Monitoring Anthelmintics Resistance and Assessing Effectiveness of Herbal Anthelmintics against Small Ruminants' Nematodes Infection in Pakistan. (2019-01-01)
        • A Case for Telehealth: Leveraging the Telehealth Model to Reduce Structural Health System Barriers in Uganda (2019-01-01)
        • Fixed bed pyrolysis of biomass solid wastes for bio-fuels in Brunei Darussalam (2018-01-01)
        • Real-Time Patient Monitoring System Using ECG Signal via GSM Network: A Preliminary Study (2016-01-01)
        • SOM Attributes for Ubiquitous P2P Communication in Wireless LAN Applications (2016-01-01)
        • A Review on Quality Enhancement of Oil Palm Trunk Waste by Resin Impregnation: Future Materials (2012-01-01)
        • RFID signal transmission framework in software defined radio using QAM scheme (2011-01-01)
        • SUSTAINABLE CONCRETE FROM MALAYSIA’S INDUSTRIAL BY-PRODUCTS AND BIOGENIC WASTES (2011-01-01)
        • Congenital aneurysm of the left atrium (2011-01-01)
        • RESEARCH PAPERS Pilot-scale Experience with Biological Nutrient Removal and Biomass Yield Reduction in a Liquid-solid Circulating Fluidized Bed Bioreactor (2010-01-01)
        • Reclamation of Municipal Wastewater using a Novel Liquid-solid Circulating Fluidized Bed Bioreactor (2009-01-01)
        • Gul Salim. Edge based real-time weed recognition system for selective herbicides (2008-01-01)
        • Radial Symmetry Based Real-Time Weed Classifier (2007-01-01)
        • PC-Based Measurement of Signal Distorting Disturbances On Low Voltage Power Line (2006-01-01)
        • Production Technologies of Rice for Different Rice Ecosystems of Bangladesh (2004-01-01)
        • Income and employment generation through coconut husk in selected areas of Bangladesh. (2004-01-01)
        • Biomass resources: Bangladesh. (1990-01-01)
        • MORPHOLOGY-CONTROLLED GREEN SYNTHESIS OF CuO–NiO-BASED TRIMETALLIC OXIDES USING MORINGA OLEIFERA FOR IMPROVED ENERGY STORAGE PERFORMANCE (2026-01-01)
        • Epidemiology, sero-diagnosis and therapeutic studies on nematodes infection in balochi range-sheep at district quetta, balochistan, pakistan (2026-01-01)
        • Synergistic Effect of Zn-Doping on Photocatalytic Dye Degradation Efficiency of Magnetic γ-Fe2O3/Al2O3/ZIF-8 and γ-Fe2O3/PbO/ZIF-8 Zeolites Frameworks (2026-01-01)
        • A NOVEL CIRCULATING FLUIDIZED BED-BIOREACTOR IN BIOLOGICAL NUTRIENT REMOVAL FROM MUNICIPAL WASTEWATER (2026-01-01)
        • Human Resource Management of Cellular Company in Pakistan, Finding the Balance in Standardization of Human Resource Policies and Practices (2026-01-01)
        • LIQUID-SOLID CIRCULATING FLUIDIZED BED BIOREACTOR IN WASTEWTAER TREATMENT (2026-01-01)
        • Comparing Social and Print Media News Headlines: A Critical Discourse Analysis 1Muhammad Mubeen Shah (2026-01-01)
        • Emerging Sciences, Peshawar 25000, Pakistan, mansoor. gadir (hotmail. com* sarhad University of Science & Information Technology, Peshawar, KPK, Pakistan (2026-01-01)
        • Enhanced PSO-ANFIS Based AC/DC Hierarchical Controller Design for a Shipboard Microgrid Systems (2026-01-01)
        • Computationally validated nonlinear control of leukemia chemotherapy using barrier-based super-twisting sliding mode with IGWO optimization (2025-11-09)
        • Securing Communication Networks at the Physical Layer: A Deep Reinforcement Learning and Phase Optimization Approach (2025-01-01)
        • Photovoltaic Power Forecasting for Sustainable Grid Integration: A Hybrid Deep Learning Approach (2026-01-10)
        • Autonomous Network Management for 6G Communications: A Comprehensive Survey (2025-12-01)
        • An improved African vulture optimization algorithm for energy comfort management in occupancy driven smart buildings (2026-01-08)
        • CALCNet: A Novel Cross-Module Attention Network for Efficient Land Cover Classification (2026-04-17)

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