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  • Dr. Inayat Khan
  • Assistant Professor / Assistant Professor
  • inayatkhan@uetmardan.edu.pk
  • Department of
    Computer Science
  • Name
    Dr. Inayat Khan

  • Personal

    Department of Computer Science, University of Engineering & Technology Mardan, Mardan, Pakistan

    Email: inayatkhan@uetmardan.edu.pk

    Google Scholar: https://scholar.google.com/citations?user=OVPbVcMAAAAJ&hl=en

    ResearchGate: https://www.researchgate.net/profile/Inayat-Khan-4

    LinkedIn: https://www.linkedin.com/in/inayat-khan-8b110b147/

    Web of Science: https://www.webofscience.com/wos/author/record/AAZ-2156-2020

    ORCID: https://orcid.org/0000-0003-0895-9665

  • Experience
    1. Assistant Professor, Department of Computer Science, University of Engineering & Technology Mardan (October-2022, Present)
    2. Lecturer, Department of Computer Science, University of Buner, Buner (November-2017, October-2022
    3. Lecturer, University of Peshawar (January-2011, February 2017)

  • Qualification

    PhD in Computer Science

  • Honor and Awards
    1. Merit Certificate (2nd Position in BCS from 2005 to 2010), University of Peshawar
    2. Selected in Prime Minister Fee Reimbursement Scheme for MS in Computer Science
    3. Selected in Prime Minister Laptop Scheme
    4. HEC Indigenous Fellowship for PhD
    5. HEC Travel Grant for presenting research paper in Chengdu, China 2018.

  • Memberships
    1. Member of Board of Studies Department of Computer Science, University of Buner
    2. Member of Board of Faculty of Science, University of Buner
    3. Member of IT equipment’s Purchase Committee, University of Buner
    4. Staff Proctor (Department of Computer Science) University of Buner
    5. Member of University Discipline Committee
    6. Publication Co-chair:
      1. 1st International Conference on Electrical Communication and Computer Engineering (ICECCE-19) Organized by University of Buner and Co-sponsored by IEEE, Swat, Pakistan
      2. 2nd International Conference on Electrical Communication and Computer Engineering-2020, Istanbul Turkey-IEEE Xplore
      3. 3rd International Conference on Electrical Communication and Computer Engineering was held on 12-13 June 2021, Kuala Lumpur, Malaysia

     

  • Graduate, Undergraduate, Honor Students Supervised
    1. POI Recommendation Using Multiple Embedded Networks In Tourism
    2. Vehicle Parental Control: A Low-cost Smartphone Solution to Track & Monitor Teen Drivers While Driving
    3. Accident Alert System using Sensors Fusion
    4. BlueChain Tracker: Android Application to Track Personal Things
    5. Automatic Rescue Alert System
    6. TheftFinder: Android-based Security Alert System to Identify Mobile Theft
    7. Daily Expense Management System a Low-Cost Smartphone Android Application
    8. Online Management System for Dress Designing Company
    9. Desktop-Based Basic Knowledge Game for Kids
    10. Placebook with web base Application

  • Service Activity
    1. Teaching at undergraduate level
    2. Monitoring students and faculty hostels (Warden)
    3. Media & Protocol Officer
    4. Departmental Coordinator

     

  • Brief Statement of Research Interest
    • Human-Computer Interaction
    • Lifelogging
    • Mobile-based Assistive Systems for the people with Special Needs.
    • Healthcare

     

  • Publications

    Published Journals Papers:

    1. Inayat Khan and Shah Khusro, ConTEXT: Context-aware Adaptive SMS Client for Drivers to Reduce Risky Driving Behaviors, Soft Computing 26(5):1-18, http://dx.doi.org/10.1007/s00500-021-06705-1 (IF: 3.643)
    2. Inayat Khan, Shah Khusro, “Towards the Design of Context-aware Adaptive User Interfaces to Minimize Drivers’ Distractions”, 2020, Mobile Information System IF 1.635)
    3. Inayat Khan, Shah Khusro, Niamat Ullah, & Shaukat Ali. (2020). AutoLog: Towards the Design of a Vehicular Lifelogging Framework for Capturing, Storing, and Visualizing LifeBits. IEEE Access IF 3.745)
    4. Inayat Khan, Sanam Shahla Rizvi, Shah Khusro, Shaukat Ali, and Tae-Sun Chung, “Analyzing Drivers’ Distractions Due to Smartphone Usage: Evidence from AutoLog Dataset” Mobile Information Systems, 2021, (IF 1.802)
    5. Shah Khusro, Babar Shah, Inayat Khan and Sumayya Rehman, Haptic Feedback to Assist Blind People in Indoor Environment Using Vibration Patterns, Sensors 22(361):1-20 DOI: 10.3390/s22010361 (IF: 3.576)
    6. Akif Khan, Shah Khusro, Badam Niazi, Jamil Ahmad, Iftikhar Alam, and Inayat Khan. "TetraMail: a usable email client for blind people." Universal Access in the Information Society (2018): 1-20 (IF 1.802).
    7. Shaukat Ali, Shah Khusro, Irfan Ullah, Akif Khan, and Inayat Khan. "SmartOntoSensor: Ontology for semantic interpretation of smartphone sensors data for context-aware applications." Journal of Sensors 2017 (2017) (IF 1.704).
    8. Yousafzai, Bashir K., Sher Afzal, Taj Rahman, Inayat Khan, Inam Ullah, Ateeq Ur Rehman, Mohammed Baz, Habib Hamam, and Omar Cheikhrouhou. 2021. "Student-Performulator: Student Academic Performance Using Hybrid Deep Neural Network" Sustainability 13, no. 17: 9775. https://doi.org/10.3390/su13179775 (IF 3.251).
    9. Khola Anwar, Taj Rahman, Asim Zeb , Yousaf Saeed, Muhammad Adnan Khan , Inayat Khan, Shafiq Ahmad *, Abdelatty Abdelgawad, Mali Abdollahain, “Improving the Convergence Period of Adaptive Data Rate in Long Range Wide Area Network for the Internet of Things Devices”, Energies 2021, (IF 3.004)
    10. Rahman, T., Khan, F., Inayat Khan., Ullah, N., Althobaiti, M. M., & Alassery, F. (2021). NOMA and OMA-Based Massive MIMO and Clustering Algorithms for Beyond 5G IoT Networks. Wireless Communications and Mobile Computing, 2021 (IF 2.336).
    11. Anwar, K.; Rahman, T.; Zeb, A.; Inayat Khan.; Zareei, M.; Vargas-Rosales, C. RM-ADR: Resource Management Adaptive Data Rate for Mobile Application in LoRaWAN. Sensors 2021, 21, 7980. https://doi.org/10.3390/s21237980 (IF 3.756).
    12. M. Shabir, Naveed Islam, Zahoor Jan, Inayat Khan, et al., "Real-Time Pashto Handwritten Character Recognition Using Salient Geometric and Spectral Features," in IEEE Access (IF 3.367)
    13. Shokat, S., Riaz, R., Rizvi, S. S., Inayat Khan., & Paul, A. (2021). Detection of Touchscreen-Based Urdu Braille Characters Using Machine Learning Techniques. Mobile Information Systems, 2021.  (IF 1.802)
    14. Ahmad, I., Rahman, T., Zeb, A., Inayat Khan., Ullah, I., Hamam, H., & Cheikhrouhou, O. (2021). Analysis of Security Attacks and Taxonomy in Underwater Wireless Sensor Networks. Wireless Communications and Mobile Computing, 2021. (IF 2.336).
    15. Ishfaq Ahmed, Sheng Jun Xu, Amna Khatoon, Usman Tariq, Inayat Khan, Sanam Shahla Rizvi, Asad Ullah, Analytical Study of Deep Learning-Based Preventive Measures of COVID-19 for Decision Making and Aggregation via RISTECB Model, Scientific Programming, (IF: 1.022)
    16. Zia Ur Rahman, Syed Irfan Ullah, Abdus Salam, Taj Rahman, Inayat Khan, and Badam Niazi, Automated Detection of Rehabilitation Exercise by the Stroke Patients Using 3-Layer CNN–LSTM Model, Journal of Healthcare Engineering, (IF: 2.682)
    17. Md Nasir Uddin; Bixin Li; Zafar Ali; Pavlos Kefalas; Inayat Khan; Islam Zada, Software Defect Prediction employing BiLSTM and BERT-based Semantic Feature, Soft Computing, (IF: 3.643)
    18. Shokat, S., Riaz, R., Rizvi, S. S., Inayat Khan., & Paul, A. Characterization of English Braille Patterns Using Automated tools and RICA Based Feature Extraction Methods Sensors, (IF: 3.576)
    19. Mumtaz Khan, Shah Khusro, Iftikhar Alam, Shaukat Ali, and Inayat Khan, Perspectives on the Design, Challenges, and Evaluation of Smart TV User Interfaces, Scientific Programming (IF: 1.022)
    20. AMIN UL HAQ, Jian Ping Li, Zafar Ali, Inayat Khan, Ajab Khan, Irfan Ud Din, Bless Lord Y. Agbley, Riaz Ullah khan, Stacking approach for Accurate Invasive Ductal Carcinoma Classification Using Histology Images, Computers and Electrical Engineering, Accepted (IF: 3.818)
    21. Asim Zeb, Sonia Wakeel, Taj Rahman, Inayat Khan, M. Irfan Uddin, Badam Niazi, Energy-Efficient Cluster Formation in IoT Enabled Wireless Body Area Network, Computational Intelligence and Neuroscience, (IF: 3.633)
    22. Amin Ul Haq * , Jian Ping Li* , Asif Khan, Bless Lord Y Agbley, Inayat Khan, and M.Irfan Uddin, IIMFCBM : Intelligent Integrated Model for Feature Extraction and Classification of Brain Tumors Using  MRI Clinical Imaging Data in IoT-Healthcare, IEEE Journal of Biomedical and Health Informatics, (IF: 5.776)
    23. Malang Jan, Shah Khusro, Iftikhar Alam, Inayat Khan, Badam Niazi, Interest-Based Content Clustering For Enhancing Searching And Recommendations On Smart-Tv, Wireless Communications and Mobile Computing, (IF: 2.336)
    24. Muhammad Aamir, Ziaur Rahman; Zaheer Ahmed Dayo; Ali Shariq Imran; M. Irfan Uddin; Inayat Khan; Zhihua Hu; Zafar Ali; Yurong Guan, A Deep Learning approach for Brain Tumor Classification using MRI images, Computers and Electrical Engineering, (IF: 3.818)
    25. Ziaur Rahman, Zafar Ali, Inayat Khan, Irfan Uddin, and Zhihua Hu, Diverse Image Enhancer for Complex Underexposed Image, Journal of Electronic Imaging, (IF: 0.945)
    26. Muhib Ullah, Shah Khusro, Mumtaz Khan, Iftikhar Alam, Inayat Khan, Badam Niazi, Smartphone-Based Cognitive Assistance of Blind People in Room Recognition and Awareness, Mobile Information Systems, (IF: 1.802)
    27. Ibrar Ahmad, Shah Khusro, Iftikhar Alam, Inayat Khan, Badam Niazi, Towards a low-cost Teacher Orchestration using Wearable and Ubiquitous Computing devices for detecting real-time Students Engagement, WCMC (IF: 2.336)
    28. Zafar Ali, Guilin Qi, Pavlos Kefalas, Shah Khusro, Inayat Khan, and Khan Muhammad, SPR-SMN: Scientific Paper Recommendation employing SPECTER with Memory Network, Scientometrics, (IF: 3.238)
    29. Islam Zada, Shaukat Ali, Inayat Khan, et. al., “Performance Evaluation of Simple K-Mean and Parallel K-Mean Clustering Algorithms: Big Data Business Process Management Concept”, Mobile Information System, (IF: 1.802).
    30. Shabir, Muhammad; ISLAM, Naveed; Jan, zahoor, Inayat Khan “Transformation Invariant Pashto Handwritten Text Classification and Prediction”, Journal of Circuit Systems and Computers, (IF: 1.333)
    31. Irfan Ahmad, Taj Rahman, Asim Zeb, Inayat Khan, Salman Jan, and Shahrulniza, Cooperative Energy Efficient Routing Protocol for Underwater Sensor Networks, Sensors, (IF: 3.847)
    32. Bilal Khan, Rashid Naseem, Iftikhar Alam, Inayat Khan, Hisham Alasmary, and Taj Rahman, “Analysis of Tree-Family Machine Learning Techniques for Risk Prediction in Software Requirements” IEEE Access, (IF: 3.476)
    33. AMIN UL HAQ; Jian Ping Li; Rajesh Kumar; Zafar Ali; Inayat khan; M. Irfan Uddin; Bless Lord Y. Agbley, MCNN: A Multi-level CNN Model for the Classification of Brain Tumors in IoT-healthcare, Journal of Ambient Intelligence & Humanized Computing (AIHC), (IF: 3.662)
    34. Riaz Ullah Khan, Sultan Almakdi, Mohammed Alshehri, Rajesh Kumar, Ikram Ali, Sardar Hussain, Amin Ul Haq, Inayat Khan, Aman Ullah, M. Irfan Uddin, Probabilistic Approach for COVID-19 Data Analysis and Forecasting the Future Outbreak Using Multi-layer Perceptron Neural Network, Diagnostics, (IF: 3.992)
    35. Inayat Khan, Shah Khusro, Shaukat Ali, and Aziz Ud Din. "Daily Life Activities on Smartphones and Their Effect on Battery Life for Better Personal Information Management." Proceedings of the Pakistan Academy of Sciences: A Physical and Computational Sciences 53 (2016): 61-74. (HEC Pakistan recognized journal X-category)
    36. Inayat Khan, Shah Khusro, Muhammad Abid Khan, and Muhammad Naeem. "Vehicular Lifelogging: Issues, Challenges and Research Opportunities." Journal of Information Communication Technologies and Robotic Applications (2018): 30-37. (HEC Pakistan recognized journal Y-category)
    37. Inayat Khan, Shah Khusro, Shaukat Ali, and Jamil Ahmad. "Sensors are Power Hungry: An Investigation of Smartphone Sensors Impact on Battery Power from Lifelogging Perspective." Bahria University Journal of Information & Communication Technology 9, no. 2 (2016): 8-19. (HEC Pakistan recognized journal Y-category)
    38.  Ali, S., Khusro, S., Khan, A., Inayat Khan., & Solheria, S. F.     (2019). An Insight of Smartphone-Based Lifelogging Research: Issues, Challenges, and Research Opportunities. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 56(3), 1-16. (HEC Pakistan recognized journal X-category)
    39. Zada, I., Inayat Khan, T. R., & Jameel, A. Classification of Software Failure Incidents Using SVM. The Sciencetech, Vol 20, Issue 3, 2021, (HEC Pakistan recognized journal Y-category)

    Accepted Journal Papers:

    1. Muhammad Umair, Iftikhar Alam, Atif khan, Inayat Khan, et. al. N-GPETS: Neural Attention Graph-Based Pre-Trained Statistical Model for Extractive Text Summarization, Computational Intelligence and Neuroscience, Accepted, (IF: 3.656)
    2. Qiang Qiang Chen, Jian Ping Li*, Amin Ul Haq*, Bless Lord Y Agbley, Arif Hussain, Inayat Khan, Jalaluddin Khan, and Ijaz Ali, “A multi-modal automatic network flow classification framework based on deep learning”, Computational Intelligence and Neuroscience, Accepted, (IF: 3.656)
    3. Irfan Ahmad, Taj Rahman, Asim Zeb, Inayat Khan, Salman Jan, and Shahrulniza, RACE-SM: Reliability and Adaptive Cooperation for Efficient UWSNs Using Sink Mobility, Frontiers in Marine Science, Accepted (IF: 5.2)
    4. Habib Ullah, Qunsheng Cao, Saeed Ur Rahman, Inayat Khan, Shafqat Ullah Khan, and Rajeev Kumar Shah, Wireless Communication and Mobile Computing, Submitted, Accepted (IF: 2.146)
    5. Sara Sualiheen , Jamil Ahmad , Ihtisham Ul Islam , Muhammad Shabir , Inayat Khan, Irfan Uddin, Content-based Image Search using Refined Convolutional Features with Attribute Learning for e-Commerce Applications, Journal of Electronic Imaging, Accepted (IF: 0.945)

    Under Review Journal Papers:

    1. Amin Ul Haq * , Jian Ping Li* , Inayat Khan, M.Irfan Uddin, Bless Lord Y Agbley and Wang Zhou, DEBCM:Deep learning based enhanced breast invasive ductal carcinoma classification model in IoT health-care systems, IEEE Journal of Biomedical and Health Informatics, Under Review (IF: 7.012)
    2. Bless Lord Y AgbleyJ, ian Ping Li; Amin Ul Haq; Edem Kwedzo Bankas; Inayat Khan; M. Irfan Uddin; Arif Hussain, FedFusion: Federated Fusion of Multimodal Histological Images with Attention for Breast Tumor Classification in Internet of Medical Things, IEEE Journal of Biomedical and Health Informatics, Under Review (IF: 7.012)
    3. Shabir, Muhammad; ISLAM, Naveed ; Jan, zahoor, Inayat Khan; Uddin, M.; Ahmed, Irfan, “Lightweight Deep Learning Technique Based Handwritten Transformed Invariant Pashto Text Recognition for Low Resource Devices”, International Journal of Distributed Sensor Networks, Under Review (IF: 1.997)
    4. Shaukat Ali; Shah Khusro; Akif Khan; Inayat Khan; Iftikhar Alam; Salman Faiz Solheria, SLOG: Smartphone-Based Semantic Lifelogging Framework for Digital Prosthetic Memory Development, Personal and Ubiquitous Computing, Accepted with Major Revision (IF: 3.004)                
    5. Mumtaz Khan, Shah Khusro, Inayat Khan, and Iftikhar Alam, SMARTLOG: Towards the Design of a Smart TV-based Lifelogging Framework for Capturing, Storing, and Visualizing Life Bits, Service Oriented Computing and Applications, Under Review (IF:0.0)
    6. Iftikhar Alam, Shah Khusro, Inayat Khan, ReDTS: Cost-Effective Real-Time Electronic Data Collection System for Minimizing Total Survey Error Service Oriented Computing and Applications, Service Oriented Computing and Applications, Under Review (IF:0.0)
    7. Hisham Khalil, Saeed Ur Rahman, Inam Ullah, Inayat Khan, Abdulaziz jarallah Alghadhban, Mosleh Hmoud Al-Adhaileh, Gauhar Ali, Mohammed El Affendi, UAVs Swarm Communication Model using Machine Learning Approach for Search and Rescue Application, Drones, Under Review (IF: 5.532)
    8. Abdus Saboor, Arif Hussain, Bless Lord Y Agbley, Amin ul Haq *,Inayat Khan, . M.Irfan Uddin, Rajesh Kumar, A new framework for stock market index prediction using deep learning approach and its industrial applications,

    Conference Papers

    1. Inayat Khan, Shah Khusro, and Iftekhar Alam. “Smartphone Distractions and its Effect on Driving Performance using Vehicular Lifelog Dataset” Presented in 1st International Conference on Electrical, Communication and Computer Engineering (ICECCE-2019), Swat, Pakistan. IEEE-Xplore

    Book Chapter:

    Inayat Khan, Shah Khusro, and Shaukat Ali. “Smartphone-Based Lifelogging: An Investigation of Data Volume Generation Strength of Smartphone Sensors” In International Conference on Simulation Tools and Techniques (pp. 63-73). Springer (2019), Cham (Springer Book Chapter).

  • Selected Professional Presentations
    • Presentation in 9th EAI International Conference on Sensors System and Application, December 15-17, 2018, Chengdu, China
    • Presentation in IPID-Directorate of Science and Technology Postgraduate Strand on July 25, 2019 at Swat Serena Hotel
    • Presentation in 1st International Conference on Electrical, Communication and Computer Engineering (ICECCE-2019) 24-25 July 2019, IEEE Conference, Swat Serena Hotel, Pakistan
    • Presentation in Student Conference on Engineering Sciences and Technology” (SCONEST) - December 12, 2016, Hamdard University Karachi,