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قانته محمد بني بكر
• قسم علوم الحاسوب - عضو هيئة تدريس
• قسم هندسة البرمجيات - عضو هيئة تدريس

  • الدكـتوراة في علوم حاسوب من جامعة يوتا, 2015

    Book
  • Baker, Qanita Bani, Computational modeling to study disease development: Applications to breast cancer and an in vitro model of macular degeneration, Utah State University, 2015

    • Publications
  • Baker, Qanita Bani and Shatnawi, Farah and Rawashdeh, Saif and Al-Smadi, Mohammad and Jararweh, Yaser, "Detecting Epidemic Diseases Using Sentiment Analysis of Arabic Tweets.," J. Univers. Comput. Sci., vol. 26, no. , pp. 50-70, 2020
  • Al-Smadi, Mohammed and Hammad, Mahmoud and Baker, Qanita Bani and Tawalbeh, Saja Khaled and Al-Zboon, Sa?ad A, "Transfer deep learning approach for detecting coronavirus disease in X-ray images.," International Journal of Electrical \& Computer Engineering (2088-8708), vol. 11, no. , pp. 0-0, 2021
  • Ibrahim, Anwar and Al-Rababah, Amneh Ibrahim and Baker, Qanita Bani, "Integrating virtual reality technology into architecture education: the case of architectural history courses," Open House International, vol. , no. , pp. 0-0, 2021, Emerald Publishing Limited
  • Hammad, Mahmoud and Al-Smadi, Mohammed and Baker, Qanita Bani and Al-Zboon, Sa'ad A, "Using deep learning models for learning semantic text similarity of Arabic questions.," International Journal of Electrical \& Computer Engineering (2088-8708), vol. 11, no. , pp. 0-0, 2021
  • Al-Smadi, Mohammed and Hammad, Mahmoud and Baker, Qanita Bani and Al-Zboon, Sa'ad A, "A transfer learning with deep neural network approach for diabetic retinopathy classification.," International Journal of Electrical \& Computer Engineering (2088-8708), vol. 11, no. , pp. 0-0, 2021
  • Bani Baker, Qanita and Alsmirat, Mohammad A and Balhaf, Khaled and Shehab, Mohammed A, "Accelerating white blood cells image segmentation using gpus," Concurrency and Computation: Practice and Experience, vol. 33, no. , pp. 0-0, 2021, Wiley Online Library
  • Alasal, Sanaa Abu and Alsmirat, Mohammad and Al-Mnayyis, Asma' and Al-Ayyoub, Mahmoud and others, "Improving radiologists' and orthopedists' QoE in diagnosing lumbar disk herniation using 3D modeling.," International Journal of Electrical \& Computer Engineering (2088-8708), vol. 11, no. , pp. 0-0, 2021
  • Baker, Qanita Bani and Hammad, Mahmoud and Al-Rashdan, Wesam and Jararweh, Yaser and Mohammad, AL-Smadi and Al-Zinati, Mohammad, "Comprehensive comparison of cloud-based ngs data analysis and alignment tools," Informatics in Medicine Unlocked, vol. 18, no. , pp. 0-0, 2020, Elsevier
  • Hammad, Mahmoud M and Al-Smadi, Mohammad and Baker, Qanita Bani and Al-Asa'd, Muntaha and Al-Khdour, Nour and Younes, Mutaz Bni and Khwaileh, Enas, "Question to Question Similarity Analysis Using Morphological, Syntactic, Semantic, and Lexical Features.," J. Univers. Comput. Sci., vol. 26, no. , pp. 671-697, 2020
  • Baker, Qanita Bani and Podgorski, Gregory J and Vargis, Elizabeth and Flann, Nicholas S, "A computational study of VEGF production by patterned retinal epithelial cell colonies as a model for neovascular macular degeneration," Journal of biological engineering, vol. 11, no. , pp. 1-8, 2017, BioMed Central
  • Baker, Qanita Bani and Samarneh, Alaa, "Feature selection for IoT botnet detection using equilibrium and Battle Royale Optimization," Computers \& Security, vol. 147, no. , pp. 0-0, 2024, Elsevier
  • Bani Baker, Qanita and Hammad, Mahmoud and Al-Smadi, Mohammed and Al-Jarrah, Heba and Al-Hamouri, Rahaf and Al-Zboon, Sa?ad A, "Enhanced COVID-19 Detection from X-ray Images with Convolutional Neural Network and Transfer Learning," Journal of Imaging, vol. 10, no. , pp. 0-0, 2024, MDPI
  • Bani Baker, Qanita and Al-Hussien, Ruba A and Al-Ayyoub, Mahmoud, "Accelerating Multiple Sequence Alignments Using Parallel Computing," Computation, vol. 12, no. , pp. 0-0, 2024, MDPI
  • Bani Baker, Qanita and Alqudah, Nour and Alsmadi, Tibra and Awawdeh, Rasha, "Image-Based Arabic Sign Language Recognition System Using Transfer Deep Learning Models," Applied Computational Intelligence and Soft Computing, vol. 2023, no. , pp. 0-0, 2023, Wiley Online Library
  • Hammad, Mahmoud and Baker, Qanita Bani and Al-Smadi, Mohammed and Alrashdan, Wesam, "Towards enhancing the user experience of ChIP-Seq data analysis web tools.," International Journal of Electrical \& Computer Engineering (2088-8708), vol. 12, no. , pp. 0-0, 2022
  • Baker, Qanita Bani and Shatnawi, Farah and Rawashdeh, Saif, "Forecasting epidemic diseases with Arabic Twitter data and WHO reports using machine learning techniques," Bulletin of Electrical Engineering and Informatics, vol. 11, no. , pp. 739-749, 2022
  • Bani Baker, Qanita and Nuser, Maryam S, "Design Bioinformatics Curriculum Guidelines: Perspectives," Your Passport to a Career in Bioinformatics, vol. , no. , pp. 91-102, 2021, Springer
  • Baker, Qanita Bani and Faraj, Dalya and Alguzo, Alanoud, "Forecasting Dengue Fever Using Machine Learning Regression Techniques," , 2021, pp. 157-163, IEEE
  • Baker, Qanita Bani and Gharaibeh, Maram and Al-Harahsheh, Yara, "Predicting Lung Cancer Survival Time Using Deep Learning Techniques," , 2021, pp. 177-181, IEEE
  • Baker, Qanita Bani and Al-Rashdan, Wesam and Jararweh, Yaser, "Cloud-based tools for next-generation sequencing data analysis," , 2018, pp. 99-105, IEEE
  • Baker, Qanita Bani and Balhaf, Khaled, "Exploiting GPUs to accelerate white blood cells segmentation in microscopic blood images," , 2017, pp. 136-140, IEEE
  • Baker, Qanita Bani and Banat, Sajda and Eaydat, Eman and Alsmirat, Mohammad and others, "Automated detection of benign and malignant in breast histopathology images," , 2018, pp. 1-5, IEEE
  • Yassein, Muneer O Bani and Hmeidi, Ismail and Shehadeh, Haneen and Yaseen, Waed Bani and Esra'a Masa'deh and Mardini, Wail and Khamayseh, Yaser M and Baker, Qanita Bani, "Performance Evaluation of" Dynamic Double Trickle Timer Algorithm" in RPL for Internet of Things (IoT).," , 2019, pp. 430-437
  • Baker, Qanita Bani and Gharaibeh, Maram and Al-Harahsheh, Yara, "Predicting Lung Cancer Survival Time Using Deep Learning Techniques," , 2021, pp. 177-181, IEEE
  • Baker, Qanita Bani and Swedat, Safa and Aleesa, Kefah, "Automatic Disease Diagnosis System Using Deep Q-Network Reinforcement Learning," , 2023, pp. 1-6, IEEE
  • Bani Baker, Qanita and Alajlouni, Moayyad F, "Comparative Analysis of Feature Selection Techniques with Metaheuristic Grasshopper Optimization Algorithm," , 2023, pp. 159-169, Springer
  • Ismail, Qusai and Massadeh, Mariam and Baker, Qanita Bani, "Predicting COVID-19 Related Tweets Using Ensemble of Transformers Models," , 2022, pp. 1-7, IEEE
  • Baker, Qanita Bani and Aqouleh, Ayah Abu and Altiti, Ola, "Sentimental analysis for studying and analyzing the spreading of covid-19 from twitter data," , 2021, pp. 1-8, IEEE
  • Alasal, Sanaa Abu and Alsmirat, Mohammad and Baker, Qanita Bani and Jararweh, Yaser, "Improving passive 3D model reconstruction using image enhancement," , 2018, pp. 1-7, IEEE
  • Yassein, Muneer O Bani and Hmeidi, Ismail and Shehadeh, Haneen and Yaseen, Waed Bani and Esra'a Masa'deh and Mardini, Wail and Khamayseh, Yaser M and Baker, Qanita Bani, "Performance Evaluation of" Dynamic Double Trickle Timer Algorithm" in RPL for Internet of Things (IoT).," , 2019, pp. 430-437
  • Baker, Qanita Bani and others, "Evaluation of histopathological images segmentation techniques for breast cancer detection," , 2021, pp. 134-139, IEEE
  • Al-Hussien, Ruba A and Baker, Qanita Bani and Al-Ayyoub, Mahmoud, "Fast exact sequence alignment using parallel computing," , 2018, pp. 187-191, IEEE
  • Baker, Qanita Bani and Podgorski, Gregory J and Johnson, Christopher D and Vargis, Elizabeth and Flann, Nicholas S, "Bridging the multiscale gap: Identifying cellular parameters from multicellular data," , 2015, pp. 1-7, IEEE
  • Baker, Qanita Bani and Al-Bataineh, Manar K, "Genetic algorithm for optimizing global alignment of protein-protein interaction network," , 2019, pp. 1-6, IEEE
  • Baker, Qanita Bani and Khwaileh, Enas and Alharbi, Marwa and Jararweh, Yaser, "Lung Cancer Survival Time Prediction Using Machine Learning and Deep Learning Techniques," , 2023, pp. 35-42, IEEE
  • Singh, Sakshi and Baker, Qanita Bani and Singh, Dev Bukhsh, Molecular docking and molecular dynamics simulation, Bioinformatics, Elsevier, 2022
  • Bani Baker, Qanita and Nuser, Maryam S, Design Bioinformatics Curriculum Guidelines: Perspectives, Your Passport to a Career in Bioinformatics, Springer, 2021
  • Qanita Mohamad Mousa Bani Baker, Mahmoud Mohammed Khair Faiq Hammad
    13/10/2024
  • Qanita Mohamad Mousa Bani Baker, Mahmoud Mohammed Khair Faiq Hammad, Mohammed Al-Smadi, Hebah Ata Rasheed Al Jarrah, Rahaf Mohammad Mahmoud Al Hammouri, Saad Ali Sulaiman Al-Zboon
    13/10/2024
  • Qanita Mohamad Mousa Bani Baker, Ala' Abdelhakeem Moh'D Alsamarneh
    30/08/2024
  • Qanita Mohamad Mousa Bani Baker, Ruba Abedalaziz Abdaljaleel Alhussien
    09/02/2024
  • Qanita Mohamad Mousa Bani Baker, Nour Sameer Abed Alqader Al Qudah, Tibra Ratib Ahmad Alsmadi, Rasha Ismail Abed Awawdeh
    06/12/2023
  • Anwar Fayez Naim Ibrahim, Amneh Ibrahim Ahmad Al-Rababah, Qanita Mohamad Mousa Bani Baker
    26/02/2021
  • Mahmoud Mohammed Khair Faiq Hammad, Mohammad Ahmad Mustafa Alsmadi, Qanita Mohamad Mousa Bani Baker, Muntaha Abed Al-Rahman Ali Al-As'Ad, Nour Ahmad Omar Alkhdour, Mohtaz Mohammad Ali Bni Younes, Enas Tayseer Khader Khwaileh
    09/03/2020
  • Qanita Mohamad Mousa Bani Baker, Farah Fuad Suleiman Shatnawi, Saif Ahmad Mohammad Rawashdeh, Mohammad Ahmad Mustafa Alsmadi, Yaser Ibrahim Issa Jararweh
    07/12/2019
  • Qanita Mohamad Mousa Bani Baker
    05/08/2019
  • Qanita Mohamad Mousa Bani Baker, Maryam Sari Hmoud Nuser
    05/08/2019
  • "Accelerating White Blood Cells Image Segmentation Using GPUs", Concurrency and Computation: Practice and Experience
    Qanita Mohamad Mousa Bani Baker, Mohammad Abdullah A.R. Alsmirat, Khaled Hassan Mahdi Balhaf, Mohammed Ali Alawi Shehab
    12/12/2018
  • Qanita Mohamad Mousa Bani Baker
    22/05/2017
  • Acting Head of Department, Department of Computer Science, Sep 2024 - Oct 2024
  • Vice Dean, Vice Dean, Sep 2023 - Sep 2024
  • Assistant Dean, Dean assistant, Sep 2019 - Sep 2020
  • Assistant Dean, Dean assistant, Sep 2018 - Sep 2019
  • Faculty Member, Department of Computer Science, Sep 2015 - Present
  • ADVANCED ALGORITHMS
  • ADVANCED ALGORITHMS
  • ADVANCED ARTIFICIAL INTELLIGENCE
  • ANALYSIS AND DESIGN OF ALGORITHMS
  • ARTIFICIAL INTELLIGENCE
  • COMPUTATIONAL BIOLOGY
  • COMPUTATIONAL BIOLOGY (LAB)
  • DATA STRUCTURES
  • DATA STRUCTURES AND ALGORITHMS
  • FUNDAMENTALS OF BIOINFORMATICS
  • INTRODUCTION TO PROGRAMMING
  • INTRODUCTION TO BIOINFORMATICS
  • INTRODUCTION TO INFORMATION TECHNOLOGY
  • INTRODUCTION TO PROGRAMMING
  • PROGRAMMING IN C++
  • PROGRAMMING LAB
  • SELECTED PROGRAMMING LANGUAGE
  • SELECTED PROGRAMMING LANGUAGES (FOR NON COMPUTER SCIENCE INFORMATION STUDENTS)
  • SELECTED TOPICS IN COMPUTER SCIENCE
  • SEMINAR IN ADVANCED COMPUTER SCIENCE