Al-Nahrain University Academic Staff Profiles System

Academic staff profiles
Al-Nahrain University

عربي | English

PERSONAL INFORMATION

Full Name: Dr. Ban Nadeem Dhannoon Gender: Female Birthdate: 1968 Nationality: Iraq Degree: PhD Academic Title: Professor College\Center: College of Science Departement: Computer Science Major: Computer Science Specialty: Artificial Intelligence and Image Processing Occupation: University Professor Mother Language: Arabic Other Languages: English Work email: ban.n.dhannoon@nahrainuniv.edu.iq Personal email: dr.ban2001@gmail.com

LINKS

https://scholar.google.com/citations?user=pJjgLXoAAAAJ&hl=ar

https://www.scopus.com/authid/detail.uri?authorId=55927923200

https://www.webofscience.com/wos/author/record/2074885

https://www.researchgate.net/profile/Ban-N-Dhannoon

https://publons.com/researcher/3207490/ban-n-dhannoon/

https://orcid.org/0000-0002-8474-5565

https://www.linkedin.com/in/ban-n-dhannoon-al-kallak-10a73628/

Publications

Comprehensive Review on Drug-target Interaction Prediction - Latest Developments and Overview
A AK, B Dhannoon, 2024
Current Drug Discovery Technologies, 21, (2), 56–67
Detailed Cloud Linear Regression Services in Cloud Computing Environment
O Mohammad, M Seno, B Dhannoon, 2024
Informatica 48 (2024) 185–194, 48, (12), 185-194
Word embedding for detecting cyberbullying based on recurrent neural networks
N Haydar, B Dhannoon, 2024
IAES International Journal of Artificial Intelligence (IJ-AI), 13, (1), 500-508
Deep Learning based Models for Drug-Target
A AK, B Dhannoon, 2024
Baghdad Science Journal
A Novel Deep Learning Model for Drug-drug Interactions
A AK, B Dhannoon, 2024
Current Computer-Aided Drug Design, 20, (5), 666-672
Predicting Covid-19 Protein Interactions Through Sequence Alignment
A AK, B Dhannoon, 2024
New Trends in Information and Communications Technology Applications, 150-163
A Review of the Past Decade's Research Outcomes on Classifying Cyberbullying
Z Ameen, F Al-Mukhtar, E Ahmed, B Dhannoon, 2024
Al-Nahrain Journal of Science, 27, (1), 121-135

Arabic text steganography using lunar and solar diacritics.
R Ali, B Dhannoon, M Hamel, 2023
Indonesian Journal of Electrical Engineering and Computer Science, 31, (3), 1559-1567
Detecting Arabic sexual harassment using bidirectional long-short-term memory and a temporal convolutional network
N Hamzah, B Dhannoon, 2023
Egyptian Informatics Journal, 24, (2), 365-373
Content-based image retrieval based on corel dataset using deep learning
R Hassan, Z Sultani, B Dhannoon, 2023
IAES International Journal of Artificial Intelligence (IJ-AI), 12, (4), 1854-1863
Developed Models Based on Transfer Learning for Improving Fake News Predictions
T Wotaifi, B Dhannoon, 2023
Journal of Universal Computer Science, 29, (5), 491-507
Finding Drug-Drug Interactions for SARS-CoV-2 Proteins in Drugs Repurposing Application
R Raheem, A Dhannoon, B N., 2023
International Journal of Drug Delivery Technology (IJDDT), 13, (4), 1157-1162
Comparing the Random Forest vs. Extreme Gradient Boosting using Cuckoo search optimizer for detecting Arabic cyberbullying
M Saadi, B Dhannoon, 2023
Iraqi Journal of Science, 64, (9), 4806- 4818
Attention Mechanism Based on a Pre-trained Model for Improving Arabic Fake News Predictions
T Wotaifi, B Dhannoon, 2023
Iraqi Journal of Science, 64, (11), 6041-6054
Content-Based Image Retrieval System using Color Moment and Bag of Visual Words with Local Binary Pattern
R Hassan, Z Sultani, B Dhannoon, 2023
Karbala International Journal of Modern Science, 9, (1), 68-79
An Effective Hybrid Deep Neural Network for Arabic Fake News Detection
T Wotaifi, B Dhannoon, 2023
Baghdad Science Journal, 20, (4), 1392-1401
Comprehensive Review on Drug-target Interaction Prediction - Latest Developments and Overview
A Raheem, B Dhannoon, 2023
Current Drug Discovery Technologies, 20, (7)
Hybrid recommender system based on matrix factorization
K Reshak, B Dhannoon, Z Sultani, 2023
AIP Conference Proceedings, 2457, (1), 040010
Machine learning approaches to detect online harassment using bag of words
N Amer, B Dhannoon, 2023
AIP Conference Proceedings, 2457, (1), 040009
Enhancement of Cloud Computing Environment Using Machine Learning Algorithms MLCE
M Seno, B Dhannoon, O Mohammad, 2023
Iraqi Journal of Computers, Communications, Control & Systems Engineering (IJCCCE), 23, (4), 1-12
Arabic Cyberbullying Detection Using Support Vector Machine with Cuckoo Search
M Saadi, B Dhannoon, 2023
Iraqi Journal of Science, 64, (10), 5322- 5330
Deep Learning Based on Attention in Semantic Segmentation: An Introduction Survey
M Khalaf, B Dhannoo, 2023
(Iraqi Journal of Computers, Communications, Control & Systems Engineering (IJCCCE, 23, (1), 104-114
A Comparative Study of Cyberbullying Detection in Social Media for the last five Years
N Haydar, B Dhannoon, 2023
Al-Nahrain Journal of Science, 26, (2), 47-55
Automating Drug Discovery using Machine Learning
A AK, B Dhannoon, 2023
Current Drug Discovery Technologies, 20, (6)

Gait Recognition Based on Deep Learning
H Jameel, B Dhannoon, 2022
Iraqi Journal of Science, 63, (1), 397-408
MSRD-Unet: Multiscale Residual Dilated U-Net for Medical Image Segmentation
M Khalaf, B Dhannoon, 2022
Baghdad Science Journal, 19, (6), 1603-1611
CLR: Cloud Linear Regression Environment as a More Effective Resource-Task Scheduling Environment (State-of-the-Art)
M Seno1, O Mohammad, B Dhannoon, 2022
International Journal of Interactive Mobile Technologies (iJIM). ., 16, (22), 157–175
Skin Lesion Segmentation based on U-Shaped Network
M Khalaf, B Dhannoon, 2022
Karbala International Journal of Modern Science, 8, (3), 493-502
Improving Prediction of Arabic Fake News Using Fuzzy Logic and Modified Random Forest Model
T Wotaifi, B Dhannoon, 2022
Karbala International Journal of Modern Science, 8, (3), 477-485

Image and Audio Steganography Based on Indirect LSB
Z Sultani, B Dhannoon, 2021
Kuwait Journal of Science, 48, (4), 1-12
Modified Bag of Visual Words Model for Image Classification
Z Sultani, B Dhannoon, 2021
Al-Nahrain Journal of Science, 24, (2)
Weighted k-Nearest Neighbour for Image Spam Classification
A Salih, B Dhannoon, 2021
Iraqi Journal of Science, 1036-1045
The Detection of Sexual Harassment and Chat Predators Using Artificial Neural Network
N Hamzah, B Dhannoon, 2021
Karbala International Journal of Modern Science, 7, (4), 301-312

Explicit feedback based movie recommendation system: A survey
K Reshak, B Dhannoon, Z Sultani, 2020
AIP Conference Proceedings, 2290, (1), 040009
Keynote Speaker: Information Technology against COVID-19
B Dhannoon, 2020
2020 1st. Information Technology To Enhance e-learning and Other Application (IT-ELA, i-i
Anomaly Detection Approach Based on Deep Neural Network and Dropout
B Hussien, Z Zaid, 2020
Baghdad Science Journal, 17, (2 (SI)), 0701-0701
Color Model Based Convolutional Neural Network for Image Spam Classification
B Salih, 2020
Al-Nahrain Journal of Science ANJS, 23, (4), 44-48

Real Time Multi Face Blurring on Uncontrolled Environment based on Color Space algorithm
R Alya'a, B Dhannoon, 2019
Iraqi Journal of Science, 60, (7), 618-1626
Deep Neural Network with Dropout for Anomaly Detection in Software Defined Networking
B Hussein, 2019
International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8, (11), 4084-4090
Predication and Classification of Cancer Using Sequence Alignment and Back Propagation Algorithms in Brca1 and Brca2 Genes
A Dhannoon, 2019
INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH, 11, (1), 468-475

A feature selection approach using Binary Firefly Algorithm For Network Intrusion Detection System
R Najeeb, B Dhannoon, 2018
ARPN Journal of Engineering and Applied Sciences, 13, (6), 2347-2352
Improving Detection Rate of the Network Intrusion Detection System Based on Wrapper Feature Selection Approach
R Najeeb, B Dhannoon, 2018
Iraqi Journal of Science, 59, (1B), 426-433

Classification for intrusion detection with different feature selection methods: a survey (2014–2016)
R Najeeb, B Dhannoon, 2017
International Journal of Advanced Research in Computer Science and Software Engineering, 7, (5)
In Silico Molecular Classification of Breast and Prostate Cancers using Back Propagation Neural Network
R Shahweli, B Dhannoon, 2017
Cancer Biology, 7, (3), 1-7
Neural Network with New Relief Feature Selection for Predicting Breast Cancer Based on TP53 Mutation
Z Shahweli, B Dhannoon, 2017
International Research Journal of Computer Science, 4, (12), 7-11
Developing an End-to-End Secure Chat Application
N Sabah, J Kadhim., B Dhannoon, 2017
International Journal of Computer Science and Network Security, 17, (11), 108-113
In Silico Model for Lung Cancer Prediction Based on TP53 mutations Using Neural Network
Z Shahweli, B Dhannoon, 2017
Al-Nahrain Journal of Science, 1, (I), 196-201
Fingerprint Recognition by Using Iterative Closest Point
R ali, B Dhannoon, 2017
Iraqi Journal of Information Technology, 7, (4), 52-70
Information hiding by using Developed M8PAM Technique
M Mahmood, B Dhannoon, 2017
International Journal of Advanced Research in Computer and Communication, 6, (8), 7-11
Integrated System of Information hiding by Applying Three levels
M Mahmood, B Dhannoon, 2017
International Journal of Scientific & Engineering Research, 8, (8), 102-105
WebP Image Steganography Using M8PAM for Android Applications
B Mahmood, 2017
Al-Nahrain University

Image Compression Based on Cubic Bezier Interpolation, Wavelet Transform, Polynomial Approximation, Quadtree Coding and High Order Shift Encoding
L Ahmed, B Dhannoon, 2016
Research Journal of Applied Sciences, Engineering and Technology, 13, (9), 696-705
Fingerprint Recognition by Using extract Level3 Feature
R ali, J Stephan, B Dhannoon, 2016
ijact.org, 5, (5), 1-6
Multi agent System for Classification task
M Mohammed, B Dhannoon, 2016
International Journal of Scientific & Engineering Research, 7, (8), 1246-1251
Multi Agents Classification System with Reliable Measure of Generalization
M Mohammed, B Dhannoon, 2016
International Journal of Computer (IJC), 23, (1), 91-99

The Use of Cubic Bezier Interpolation, Biorthogonal Wavelet and Quadtree Coding to Compress Color Images
S Ahmed, B Dhannoon, L George, 2015
British Journal of Applied Science & Technology, 11, (4), 1-11

Printed Arabic Character Recognition using Neural Network
H Al-Ani, B Dhannoon, H Abass, 2014
Journal of Emerging Trends in Computing and Information Sciences, 5, (1), 64-66
Agents Technology Based Cooperative Neural Networks for General Pattern Classification Model
H Mashjel, D George, D Dhannoon, 2014
International Journal of Scientific & Engineering Research, 5, (3)
Improved Pattern Classification Model Using Agents Technology Based Cooperative Neural Networks with Pruning
H Mashjel, D George, D Dhannoon, 2014
International Journal of Scientific & Engineering Research, 5, (3)
A New Segmentation Technique of Handwritten Offline Arabic Text
M Dhannoon, I Mohammed, 2014
International Journal of Scientific & Engineering Research, 5, (7), 228-233
Degrading Surround Circles for Image Inpainting
B Dhannoon, R Mahmoud, 2014
Journal of Al-Nahrain University - Science, 17, (1), 187-193
Hand Identification Using Fuzzy Logic
A Mohammed, L George, B Dhannoon, 2014
International Journal of Scientific & Engineering Research, 5, (3), 547-552

Handwritten Hindi Numerals Recognition
B Dhannoon, H Hamdan, 2013
International Journal of Innovation and Applied Studies, 3, (1), 310-317
An Indirect MSB Data Hiding Technique
B Dhannoon, 2013
Life Science Journal, 10, (11), 263-266
Color Image Compression Using Polynomial and Quadtree Coding Techniques
B Dhannoon, L George, 2013
International Journal of Scientific & Engineering Research, 4, (11)
Printed Hindi Numerals Recognition
H Dhannoon, 2013
Journal of Al-Nahrain University-Science, 16, (3), 259-264

Color Image Encryption using Random Password Seed and Linear Feed Back Shift Register
S Latef, N Hassan, B Dhannoon, 2011
Journal of Al-Nahrain University-Science, 14, (1), 186-192

Using Modified Set Partitioning In Hierarchical Tree Algorithm with Discreet Cosine Transform to Compress Color Images
K Dhannoon, 2010
Engineering & Technology Journal, 28, (17), 5502-5513

Using Wavelet Transform, DPCM and Adaptive Run-length Coding to Compress Images
B Dhannoon, 2007
Computer Information Systems and Industrial Management Applications, 7, (6), 305 - 309
Genetic Algorithm versus Particle Swarm Optimization in N-Queen Problem
B Thannoon, A Hammad, 2007
Al-Nahrain Journal of Science, 10, (2), 172-177

Image Compression Using Hybird Methods
B Thanoon, L George, 2006
Al-Nahrain Journal of Science, 9, (2), 64-68

Fuzzy Rule Extraction
a Al-Kallak, M Al-Faysal, 2001
, 2, (1), 16-21

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