قانته محمد بني بكر
• قسم علوم الحاسوب - عضو هيئة تدريس
• قسم علوم الحاسوب - قائم بأعمال رئيس قسم
• قسم هندسة البرمجيات - عضو هيئة تدريس
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- الدكـتوراة في علوم حاسوب من جامعة يوتا, 2015
Book
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Baker, Qanita Bani and Faraj, Dalya and Alguzo, Alanoud, "Forecasting Dengue Fever Using Machine Learning Regression Techniques," , 2021, pp. 157-163, IEEE
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Baker, Qanita Bani and Gharaibeh, Maram and Al-Harahsheh, Yara, "Predicting Lung Cancer Survival Time Using Deep Learning Techniques," , 2021, pp. 177-181, IEEE
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Baker, Qanita Bani and Al-Rashdan, Wesam and Jararweh, Yaser, "Cloud-based tools for next-generation sequencing data analysis," , 2018, pp. 99-105, IEEE
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Baker, Qanita Bani and Balhaf, Khaled, "Exploiting GPUs to accelerate white blood cells segmentation in microscopic blood images," , 2017, pp. 136-140, IEEE
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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
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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
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Baker, Qanita Bani and Gharaibeh, Maram and Al-Harahsheh, Yara, "Predicting Lung Cancer Survival Time Using Deep Learning Techniques," , 2021, pp. 177-181, IEEE
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Singh, Sakshi and Baker, Qanita Bani and Singh, Dev Bukhsh, Molecular docking and molecular dynamics simulation, Bioinformatics, Elsevier, 2022
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Bani Baker, Qanita and Nuser, Maryam S, Design Bioinformatics Curriculum Guidelines: Perspectives, Your Passport to a Career in Bioinformatics, Springer, 2021
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"A computational study of VEGF production by patterned retinal epithelial cell colonies as a model for neovascular macular degeneration", Journal of Biological Engineering
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"Accelerating Multiple Sequence Alignments Using Parallel Computing", Computation
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"Accelerating White Blood Cells Image Segmentation Using GPUs", Concurrency and Computation: Practice and Experience
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"Bioinformatics in Jordan: Status, Challenges, and Future Directions", PLOS Computational Biology
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"Detecting Epidemic Diseases Using Sentiment Analysis of Arabic Tweets", Journal of Universal Computer Science
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"Feature selection for IoT botnet detection using equilibrium and Battle Royale Optimization", Computers & Security
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"Image-Based Arabic Sign Language Recognition System Using Transfer Deep Learning Models", Applied Computational Intelligence and Soft Computing
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"Integrating virtual reality technology into architecture education: the case of architectural history courses", Open House International
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"Question to Question Similarity Analysis Using Morphological, Syntactic, Semantic, and Lexical Features", Journal of Universal Computer Science
- Acting Head of Department, Department of Computer Science, Sep 2024 - Present
- 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
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