Personal Info
- Country of residence: Palestine
Information
Dr. Diya AbuZeina is an Associate Professor in Computer Science and Engineering at the College of Information Technology and Computer Engineering, Palestine Polytechnic University. His research interests include Natural Language Processing (NLP), Arabic speech recognition, and text classification. He is actively involved in teaching, research, and advancing computational linguistics applications, particularly in the Arabic language domain.
King Fahd University of Petroleum and Minerals, Saudi Arabia, PhD in Computer Science and Engineering, 2012
King Fahd University of Petroleum and Minerals, Saudi Arabia, PhD in Computer Science and Engineering
Southern New Hampshire State University, USA, Master's Degree in Information Technology, 2005
Southern New Hampshire University, Manchester, USA, Master of Science, Information Technology
Palestine Polytechnic University, Palestine, Bachelor's Degree in Computer Systems Engineering, 2001
Palestine Polytechnic University, Hebron, Palestine, Bachelor’s degree, Computer System Engineering
Experiences
Teaching: Palestine Polytechnic University since 2002 (including obtaining Master's and PhD degrees)
Teaching experience at Palestine Polytechnic University since 2002 (MSc and PhD pursued during this period)
Part-time teaching: King Fahd University of Petroleum and Minerals 2007-2011
Part-Time teaching experience at King Fahd University of Petroleum and Minerals (2007-2011)
Scientific Research: Kuwait University 2015-2017
Scientific Research experience at Kuwait University (2015-2017)
Publications
PERFORMANCE EVALUATION OF SPHINX AND HTK SPEECH RECOGNIZERS FOR SPOKEN ARABIC LANGUAGE, Fawaz S. Al-Anzi and Dia AbuZeina,2019
Exploring the Performance of Tagging for the Classical and the Modern Standard Arabic , D AbuZeina, TM Abdalbaset , Advances in Fuzzy Systems 2019
Enhanced Search for Arabic Language Using Latent Semantic Indexing (LSI) , FS Al-Anzi, D AbuZeina , 2018 International Conference on Intelligent and Innovative Computing …
Utilizing Long Distance Word Dependencies for Automatic Speech Recognition , FS Al-Anzi, D AbuZeina , 2018 1st International Conference on Computer Applications & Information …
Literature Survey of Arabic Speech Recognition , F Al-Anzi, D AbuZeina , 2018 International Conference on Computing Sciences and Engineering (ICCSE), 1-6
Employing fisher discriminant analysis for Arabic text classification , D AbuZeina, FS Al-Anzi , Computers & Electrical Engineering 66, 474-486
Beyond vector space model for hierarchical Arabic text classification: A Markov chain approach , FS Al-Anzi, D AbuZeina , Information Processing & Management 54 (1), 105-115
Exploring the language modeling toolkits for Arabic text , FS Al-Anzi, D AbuZeina , 2017 International Conference on Electrical and Computing Technologies and …
A micro-word based approach for arabic sentiment analysis , FS Al-Anzi, D AbuZeina , 2017 IEEE/ACS 14th International Conference on Computer Systems and …
The effect of diacritization on Arabic speech recogntion , FS Al-Anzi, D AbuZeina , 2017 IEEE Jordan Conference on Applied Electrical Engineering and Computing …
The Capacity of Mel Frequency Cepstral Coefficients for Speech Recognition , FS Al-Anzi, D AbuZeina , International Journal of Computer and Information Engineering 11 (10), 1162-1166
The impact of phonological rules on Arabic speech recognition , FS Al-Anzi, D AbuZeina , International Journal of Speech Technology 20 (3), 715-723
Utilizing standard deviation in text classification weighting schemes , FS Al-Anzi, D AbuZeina, S Hasan , Int J Innov Comput Inf Control 13 (August (4))
Arabic text classification using linear discriminant analysis , FS Al-Anzi, D AbuZeina , 2017 International Conference on Engineering & MIS (ICEMIS), 1-6
Toward an enhanced Arabic text classification using cosine similarity and Latent Semantic Indexing , FS Al-Anzi, D AbuZeina , Journal of King Saud University-Computer and Information Sciences 29 (2 …
A New Enhanced Variation of TF-IDF Seheme for Arabic Text Classification , FS Al-Anzi, D AbuZeina , Health 400, 218,214
Big data categorization for arabic text using latent semantic indexing and clustering , FS Al-Anzi, D AbuZeina , International conference on engineering technologies and big data analytics …
Stemming impact on Arabic text categorization performance: A survey , FS Al-Anzi, D AbuZeina , 2015 5th International Conference on Information & Communication Technology …
System and method for decoding speech , DEM Abuzeina, M Elshafei, H Al-Muhtaseb, WG Al-Khatib , US Patent App. 13/597,162
Capturing the Common Syntactical Rules for the Holy Quran: A Data Mining Approach , DEMA AbuZeina, MH Alsaheb , 2013 Taibah University International Conference on Advances in Information …
Cross-Word Arabic Pronunciation Variation Modeling Using Part of Speech Tagging , D AbuZeina, H Al-Muhtaseb, M Elshafei , Modern Speech Recognition Approaches with Case Studies
Teaching
Courses:
Natural Lnaguge Processing
Machine Learning
Design and Analysis of Algorithms
Data Structures
Computer Programming using C++
Source
Achievements and Awards
- Years in active
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