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natheer yousef khasawneh
• Department of Software Engineering - Faculty Member

  • Ph.D. of Computer Engineering from The University of Akron, 2005
  • Msc. of Computer Engineering from The University of Akron, 2002
  • Bsc. of Electrical Engineering from Jordan University of Science and Technology, 1999

    Publications
  • Khasawneh N. Conrad S. Fraiwan L. Taquieddin E. Khassawneh B., "Combining decision trees classifiers: a case study of automatic sleep stage scoring," International Journal of Knowledge Engineering and Data Mining, vol. 2, no. 1, pp. 60-75, 2012
  • Fraiwan M. Al-Salman R. Khasawneh N. Conrad S., "Analysis and Identification of Malicious JavaScript Code," Information Security Journal: A Global Perspective, vol. 21, no. 1, pp. 1-11, 2012
  • Duwairi R. Al-Refai M. Khasawneh N., "Feature reduction techniques for Arabic text categorization," Journal of the American Society for Information Science and Technology, vol. 60, no. 11, pp. 2347-2352, 2009
  • Khasawneh N. Jaradat M. Fraiwan L. Al-Fandi M., "Adaptive Neuro-Fuzzy Inference System for Automatic Sleep Multistage Level Scoring Employing EEG, EOG, and EMG Extracted Features," Applied Artificial Intelligence, vol. 25, no. 2, pp. 163-179, 2011
  • Khasawneh N. Al-Khudair M. Fraiwan M., "On using classification techniques for corpus reduction in Arabic text-to-speech systems," International Journal of Computers and Applications, vol. 33, no. 4, pp. 347-354, 2011
  • Fraiwan L. Lweesy K. Khasawneh N. Fraiwan M. Wenz H. Dickhaus H., "Classification of sleep stages using multi-wavelet time frequency entropy and LDA," Methods of Information in Medicine, vol. 49, no. 3, pp. 230-237, 2010
  • Fraiwan L. Lweesy K. Khasawneh N. Fraiwan M. Wenz H. Dickhaus H., "Time frequency analysis for automated sleep stage identification in fullterm and preterm neonates," Journal of Medical Systems, vol. 35, no. 4, pp. 693-702, 2011
  • Lweesy K. Fraiwan L. Khasawneh N. Dickhaus H., ""New automated detection method of OSA based on artificial neural networks using P-wave shape and time changes," Journal of Medical Systems, vol. 35, no. 4, pp. 723-734, 2011
  • "A Kinect-based system for Arabic sign language to speech translation", Oday Fraiwan
  • "A dataset of COVID-19 x-ray chest images", Data in Brief
  • "Automatic Detection of Tomato Diseases Using Deep Transfer Learning", Applied Sciences
  • "Classification of Corn Diseases from Leaf Images Using Deep Transfer Learning", Plants
  • "Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks", Sensors
  • "Detection of K-complexes in EEG signals using deep transfer learning and YOLOv3", Cluster Computing
  • "Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning", BMC Medical Informatics and Decision Making
  • "Multiclass Classification of Grape Diseases Using Deep Artificial Intelligence", Agriculture
  • "Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression", Sensors
  • "On Using Deep Artificial Intelligence to Automatically Detect Apple Diseases from Leaf Images", Sustainability
  • "Visual identification of sleep spindles in EEG waveform images using deep learning object detection (YOLOv4 vs YOLOX)", Cluster Computing
  • Deputy Head of the Center, Computer And Information Center, Sep 2010 - Sep 2011
  • Director of a Division, Computer And Information Center, Sep 2010 - Sep 2011
  • Faculty Member, Department of Software Engineering, Sep 2009 - Present
  • Faculty Member, Department of Computer Engineering, Jul 2006 - Sep 2009
  • Full-time Lecturer, Department of Computer Engineering, Sep 2005 - Jul 2006
  • DIGITAL LOGIC DESIGN LAB (NON-CPE-STUDENTS)
  • INTRODUCTION TO WEB DESIGN
  • OBJECT- ORIENTED SOFTWARE DEVELOPMENT
  • OBJECT- ORIENTED SOFTWARE DEVELOPMENT LAB
  • PROGRAMMING IN C++
  • SELECTED PROGRAMMING LANGUAGES (FOR NON COMPUTER SCIENCE INFORMATION STUDENTS)
  • SOFTWARE DESIGN
  • SPECIAL TOPICS IN COMPUTER ENGINEERING
  • SPECIAL TOPICS IN COMPUTER ENGINEERING (3)
  • VISUAL PROGRAMMING LAB
  • VISUAL PROGRAMMING
  • WEB APPLICATION DEVELOPMENT
  • WEB DEVELOPMENT
    Conference Duties
  • The Tenth International Conference on Intelligent System Design and Applications (ISDA 2010), Egypt, Chair
  • The Third International Conference on Information and Communication Systems (ICICS 2012), Jordan, Chair