Ali Bou Nassif

177 papers B 3C 20Misc 1Journal 125Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Feedback-Enhanced Effort-Aware Just in Time Defect Prediction Pipeline. DeSE Huda AlGhussein, Abdullah Mustafa, Manar Abu Talib, Mohammed Azzeh, Ali Bou Nassif
2025	J	`jnl`	Axolotl inspired metaheuristic for software implementation effort prediction. J. Supercomput. Cuauhtémoc López Martín, Yenny Villuendas-Rey, Ali Bou Nassif, Noé Oswaldo Rodríguez-Rodríguez
2025	J	`jnl`	Chrominance and Luminance: a study to detect deepfakes. Multim. Tools Appl. Manar Abu Talib, Qassim Nasir, Ali Bou Nassif, Norah Ba Fadhl, Omar Mohamed Gouda
2025	J	`jnl`	Classification of lung cancer severity using gene expression data based on deep learning. BMC Medical Informatics Decis. Mak. Ali Bou Nassif, Nour Ayman Abujabal, Aya AlChikh Omar
2025	J	`jnl`	Comprehensive analysis on laser spots adversarial attacks using genetic algorithm. Intell. Syst. Appl. Youssef Mansour, Ayad Turky, Ibrahim Abaker Hashem, Imad Afyouni, Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar
2025	J	`jnl`	Correction: Software effort estimation using convolutional neural network and fuzzy clustering. Neural Comput. Appl. Mohammad Azzeh, Abedalrhman Alkhateeb, Ali Bou Nassif
2025	C	`conf`	Deep Learning Framework for Melanoma Subtype Classification from mRNA Expression Profiles. DeSE Abdulaziz Abdullatif, Ali Bou Nassif, Bassel Al Homssi
2025	J	`jnl`	Detecting stress parameters in dromedary camels using computer vision. Ecol. Informatics Hiba Moideen, Manar Abu Talib, Nabil Mansour, Shaher Bano Mirza, Ali Bou Nassif, Simon Zerisenay Ghebremeskel, Fouad Lamghari, Yaman Afadar, Takua Mokhamed
2025	J	`jnl`	Enhancing CNN-based network intrusion detection through hyperparameter optimization. Intell. Syst. Appl. Antanios Kaissar, Ali Bou Nassif, Bassel Soudan, MohammadNoor Injadat
2025	C	`conf`	Enhancing RLHF in LLMs: Comparing BERT, XGBoost, and Deep Models for Bias Detection. DeSE Walid Torfa, Omar Elgendy, Ali Bou Nassif
2025	C	`conf`	Real-Time Low-Cost Automatic Collision Detection with Owner Notification for Parked Vehicles. DeSE Antanios Kaissar, Sam Ansari, Soliman Mahmoud, Khawla A. Alnajjar, Eqab R. F. Almajali, Anwar Jarndal, Ali Bou Nassif, Youssef Mansour, Abir Hussain
2025	C	`conf`	Semi-Supervised Learning-Based Genetic Biomarkers Dataset for Multiple-Stage Hepatocellular Carcinoma Prediction. DeSE Ahmed Ammar Kubba, Manar Abu Talib, Jibran Sualeh Muhammad, Ali Bou Nassif, Abdalla Sayed Mohamed, Darko Castven, Jens U. Marquardt
2025	J	`jnl`	Unlocking language boundaries: AraCLIP - transforming Arabic language and image understanding through cross-lingual models. Eng. Appl. Artif. Intell. Muhammad Al-Barham, Imad Afyouni, Khalid Almubarak, Ayad Turky, Ibrahim Abaker Targio Hashem, Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar
2024	J	`jnl`	A tree-based explainable AI model for early detection of Covid-19 using physiological data. BMC Medical Informatics Decis. Mak. Manar Abu Talib, Yaman Afadar, Qassim Nasir, Ali Bou Nassif, Haytham Hijazi, Ahmad Hasasneh
2024	—	`conf`	Aircraft-Type Classification Using Deep Learning Algorithms. IS Noora Alkharji, Hessa Almazrouei, Shaikha Alzaabi, Ali Bou Nassif, Mariame Elsalhy, Manar Abu Talib
2024	J	`jnl`	Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing. Neural Comput. Appl. Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024	J	`jnl`	Correction: Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing. Neural Comput. Appl. Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024	C	`conf`	Deep Learning Algorithms in Aircraft Detection and Classification: An Analytical Survey. DeSE Noora Alkharji, Hessa Almazrouei, Shaikha Alzaabi, Ali Bou Nassif, Mariame Elsalhy, Manar Abu Talib
2024	J	`jnl`	Detection of Arabic offensive language in social media using machine learning models. Intell. Syst. Appl. Aya Mousa, Ismail Shahin, Ali Bou Nassif, Ashraf Elnagar
2024	J	`jnl`	Effect of feature optimization on performance of machine learning models for predicting traffic incident duration. Eng. Appl. Artif. Intell. Lubna Obaid, Khaled Hamad, Mohamad Ali Khalil, Ali Bou Nassif
2024	J	`jnl`	Emotional speaker identification using PCAFCM-deepforest with fuzzy logic. Neural Comput. Appl. Ali Bou Nassif, Ismail Shahin, Nawel Nemmour
2024	C	`conf`	Enhanced Intrusion Detection in Cloud Security by Optimizing Classification Algorithms. BDCAT Mohammad Ziad Mizher, Ali Bou Nassif
2024	J	`jnl`	Enhancing intrusion detection in IIoT: optimized CNN model with multi-class SMOTE balancing. Neural Comput. Appl. Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024	C	`conf`	Impact of Outliers on Regression and Classification Models: An Empirical Analysis. DeSE Sam Ansari, Ali Bou Nassif, Soliman A. Mahmoud, Sohaib Majzoub, Eqab R. F. Almajali, Anwar H. Jarndal, Talal Bonny, Khawla A. Alnajjar, Abir Hussain
2024	J	`jnl`	Parameter-efficient fine-tuning of pre-trained code models for just-in-time defect prediction. Neural Comput. Appl. Manar Abu Talib, Ali Bou Nassif, Mohammad Azzeh, Yaser Alesh, Yaman Afadar
2024	J	`jnl`	Software Defect Prediction Using Non-Dominated Sorting Genetic Algorithm and k-Nearest Neighbour Classifier. e Informatica Softw. Eng. J. Mohammad Azzeh, Ali Bou Nassif, Manar Abu Talib, Hajra Iqbal
2024	J	`jnl`	Software effort estimation using convolutional neural network and fuzzy clustering. Neural Comput. Appl. Mohammad Azzeh, Abedalrhman Alkhateeb, Ali Bou Nassif
2024	J	`jnl`	ViT-LSTM synergy: a multi-feature approach for speaker identification and mask detection. Neural Comput. Appl. Ali Bou Nassif, Ismail Shahin, Mohamed Bader, Abdelfatah Hassan Ahmed, Naoufel Werghi
2023	J	`jnl`	Arabic Mispronunciation Recognition System Using LSTM Network. Inf. Abdelfatah Hassan Ahmed, Mohamed Bader, Ismail Shahin, Ali Bou Nassif, Naoufel Werghi, Mohammad Basel
2023	J	`jnl`	Examining the performance of kernel methods for software defect prediction based on support vector machine. Sci. Comput. Program. Mohammad Azzeh, Yousef Elsheikh, Ali Bou Nassif, Lefteris Angelis
2023	J	`jnl`	Metaheuristic Algorithms in Optimal Power Flow Analysis: A Qualitative Systematic Review. Int. J. Artif. Intell. Tools Mena Maurice Farag, Razan Adnan Alhamad, Ali Bou Nassif
2023	—	`conf`	Metaheuristic Approach for Solving the Traveling Salesman Problem with Drone. CIIS Mohamed Wed Eladham, Ali Bou Nassif
2023	J	`jnl`	Novel Task-Based Unification and Adaptation (TUA) Transfer Learning Approach for Bilingual Emotional Speech Data. Inf. Ismail Shahin, Ali Bou Nassif, Rameena Thomas, Shibani Hamsa
2023	J	`jnl`	Optimization Algorithms in Smart Grids: A Systematic Literature Review. CoRR Sidra Aslam, Ala Altaweel, Ali Bou Nassif
2023	J	`jnl`	Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG. Expert Syst. Appl. Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Ali Bou Nassif, Naoufel Werghi
2022	J	`jnl`	64-bit quantization: taking payload capacity of speech steganography to the limits. Multim. Tools Appl. Mohammed Baziyad, Ismail Shahin, Tamer Rabie, Ali Bou Nassif
2022	—	`conf`	A Comprehensive Study on Machine Learning in Breast Cancer Detection and Classification. ICAAI Ali Bou Nassif, Aya AlChikh Omar
2022	J	`jnl`	APT beaconing detection: A systematic review. Comput. Secur. Manar Abu Talib, Qassim Nasir, Ali Bou Nassif, Takua Mokhamed, Nafisa Ahmed, Bayan Mahfood
2022	J	`jnl`	Arabic Fake News Detection Based on Deep Contextualized Embedding Models. CoRR Ali Bou Nassif, Ashraf Elnagar, Omar Elgendy, Yaman Afadar
2022	J	`jnl`	Arabic fake news detection based on deep contextualized embedding models. Neural Comput. Appl. Ali Bou Nassif, Ashraf Elnagar, Omar Elgendy, Yaman Afadar
2022	J	`jnl`	Artificial Intelligence and Statistical Techniques in Short-Term Load Forecasting: A Review. CoRR Ali Bou Nassif, Bassel Soudan, Mohammad Azzeh, Imtinan Basem Attilli, Omar AlMulla
2022	J	`jnl`	Breast cancer detection using artificial intelligence techniques: A systematic literature review. Artif. Intell. Medicine Ali Bou Nassif, Manar Abu Talib, Qassim Nasir, Yaman Afadar, Omar Elgendy
2022	J	`jnl`	Breast cancer detection using artificial intelligence techniques: A systematic literature review. CoRR Ali Bou Nassif, Manar Abu Talib, Qassim Nasir, Yaman Afadar, Omar Elgendy
2022	J	`jnl`	Emotional Speaker Identification using a Novel Capsule Nets Model. CoRR Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
2022	J	`jnl`	Emotional speaker identification using a novel capsule nets model. Expert Syst. Appl. Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
2022	J	`jnl`	Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments. Inf. Ali Bou Nassif, Ismail Shahin, Mohammed Lataifeh, Ashraf Elnagar, Nawel Nemmour
2022	J	`jnl`	Empirical Evaluation of Shallow and Deep Learning Classifiers for Arabic Sentiment Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. Ali Bou Nassif, Abdollah Masoud Darya, Ashraf Elnagar
2022	J	`jnl`	Hybrid Feature Selection Based on Principal Component Analysis and Grey Wolf Optimizer Algorithm for Arabic News Article Classification. IEEE Access Osama Ahmad Alomari, Ashraf Elnagar, Imad Afyouni, Ismail Shahin, Ali Bou Nassif, Ibrahim Abaker Targio Hashem, Mohammad Tubishat
2022	J	`jnl`	Improved Optical Flow Estimation Method for Deepfake Videos. Sensors Ali Bou Nassif, Qassim Nasir, Manar Abu Talib, Omar Mohamed Gouda
2022	J	`jnl`	Novel dual-channel long short-term memory compressed capsule networks for emotion recognition. Expert Syst. Appl. Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
2022	C	`conf`	On Selection of Optimal Kernel Function for Software Defect Prediction. ICMLA Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2022	J	`jnl`	On the Value of Project Productivity for Early Effort Estimation. CoRR Mohammad Azzeh, Ali Bou Nassif, Yousef Elsheikh, Lefteris Angelis
2022	J	`jnl`	On the value of project productivity for early effort estimation. Sci. Comput. Program. Mohammad Azzeh, Ali Bou Nassif, Yousef Elsheikh, Lefteris Angelis
2022	J	`jnl`	Transformation Invariant Cancerous Tissue Classification Using Spatially Transformed DenseNet. CoRR Omar Mahdi, Ali Bou Nassif
2022	J	`jnl`	What UAE Software Students Think about Software Testing: A Replicated Study. CoRR Luiz Fernando Capretz, Saad Harous, Ali Bou Nassif
2021	—	`conf`	AI-based Models for Resource Allocation and Resource Demand Forecasting Systems in Aviation: A Survey and Analytical Study. IoTaIS Dina J. Hejji, Manar Abu Talib, Ali Bou Nassif, Qassim Nasir, Ahmed Bouridane
2021	J	`jnl`	CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions. CoRR Ali Bou Nassif, Ismail Shahin, Shibani Hamsa, Nawel Nemmour, Keikichi Hirose
2021	J	`jnl`	CASA-based speaker identification using cascaded GMM-CNN classifier in noisy and emotional talking conditions. Appl. Soft Comput. Ali Bou Nassif, Ismail Shahin, Shibani Hamsa, Nawel Nemmour, Keikichi Hirose
2021	C	`conf`	COVID-19 Electrocardiograms Classification using CNN Models. DeSE Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek
2021	J	`jnl`	COVID-19 Electrocardiograms Classification using CNN Models. CoRR Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek
2021	—	`conf`	Deep Learning Models to Detect Online False Information: A Systematic Literature Review. ArabWIC Asmaa Seyam, Ali Bou Nassif, Manar Abu Talib, Qassim Nasir, Bushra Al Blooshi
2021	—	`conf`	Deep Learning Techniques to Detect DoS Attacks on Industrial Control Systems: A Systematic Literature Review. ArabWIC Abdalkarim R. M. Seyam, Ali Bou Nassif, Qassim Nasir, Bushra Al Blooshi, Manar Abu Talib
2021	J	`jnl`	Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities. Appl. Soft Comput. Ali Bou Nassif, Ashraf Elnagar, Ismail Shahin, Safaa Henno
2021	J	`jnl`	Empirical Analysis on Productivity Prediction and Locality for Use Case Points Method. CoRR Mohammad Azzeh, Ali Bou Nassif, Cuauhtémoc López Martín
2021	J	`jnl`	Empirical analysis on productivity prediction and locality for use case points method. Softw. Qual. J. Mohammad Azzeh, Ali Bou Nassif, Cuauhtémoc López Martín
2021	J	`jnl`	Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysis. CoRR Ali Bou Nassif, Abdollah Masoud Darya, Ashraf Elnagar
2021	J	`jnl`	Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021	J	`jnl`	Machine Learning for Anomaly Detection: A Systematic Review. IEEE Access Ali Bou Nassif, Manar Abu Talib, Qassim Nasir, Fatima Mohamad Dakalbab
2021	J	`jnl`	Machine Learning for Cloud Security: A Systematic Review. IEEE Access Ali Bou Nassif, Manar AbuTalib, Qassim Nasir, Halah Albadani, Fatima Mohamad Dakalbab
2021	J	`jnl`	Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021	J	`jnl`	Maximizing embedding capacity for speech steganography: a segment-growing approach. Multim. Tools Appl. Mohammed Baziyad, Ismail Shahin, Tamer Rabie, Ali Bou Nassif
2021	J	`jnl`	Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. IEEE Trans. Netw. Serv. Manag. MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021	J	`jnl`	Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition. CoRR Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments. CoRR Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments. Neural Comput. Appl. Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
2021	—	`conf`	Perceptions about Software Testing among UAE Software Students. CHASE@ICSE Luiz Fernando Capretz, Ali Bou Nassif, Saad Harous
2021	J	`jnl`	Predicting software effort from use case points: A systematic review. Sci. Comput. Program. Mohammad Azzeh, Ali Bou Nassif, Imtinan Basem Attili
2021	J	`jnl`	Reliability Models for Smartphone Applications. CoRR Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz
2021	—	`conf`	Sentiment Analysis in Dialectal Arabic: A Systematic Review. AMLTA Ashraf Elnagar, Sane Yagi, Ali Bou Nassif, Ismail Shahin, Said A. Salloum
2021	—	`conf`	Speaker Identification for Disguised Voices Based on Modified SVM Classifier. SSD Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
2021	J	`jnl`	Speaker identification in stressful talking environments based on convolutional neural network. Int. J. Speech Technol. Ismail Shahin, Ali Bou Nassif, Noor Ahmad Al Hindawi
2021	J	`jnl`	Systematic Literature Review of Dialectal Arabic: Identification and Detection. IEEE Access Ashraf Elnagar, Sane Yagi, Ali Bou Nassif, Ismail Shahin, Said A. Salloum
2021	J	`jnl`	The empirical study of e-learning post-acceptance after the spread of COVID-19: A multi-analytical approach based hybrid SEM-ANN. CoRR Ashraf Elnagar, Imad Afyouni, Ismail Shahin, Ali Bou Nassif, Said A. Salloum
2021	C	`conf`	The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices. DeSE Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
2021	J	`jnl`	The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices. CoRR Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
2021	J	`jnl`	Wearable Devices, Smartphones, and Interpretable Artificial Intelligence in Combating COVID-19. Sensors Haytham Hijazi, Manar Abu Talib, Ahmad Hasasneh, Ali Bou Nassif, Nafisa Ahmed, Qassim Nasir
2020	—	`conf`	A Systematic Literature Review for Software Portability Measurement: Preliminary Results. ICSCA Hamza Ghandorh, Abdulfattah Noorwali, Ali Bou Nassif, Luiz Fernando Capretz, Roy Eagleson
2020	J	`jnl`	Arabic audio clips: Identification and discrimination of authentic Cantillations from imitations. Neurocomputing Mohammed Lataifeh, Ashraf Elnagar, Ismail Shahin, Ali Bou Nassif
2020	J	`jnl`	Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. CoRR MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
2020	—	`conf`	Cascaded RBF-CBiLSTM for Arabic Named Entity Recognition. CCCI Aya Mousa, Ismail Shahin, Ali Bou Nassif, Ashraf Elnagar
2020	J	`jnl`	Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review. CoRR Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Aleksander Essex
2020	J	`jnl`	EEG Wheelchair for People of Determination. CoRR Mariam AlAbboudi, Maitha Majed, Fatima Hassan, Ali Bou Nassif
2020	—	`conf`	Heart Arrhythmia Abnormality Classification Using Machine Learning. CCCI Yaman Afadar, Ali Bou Nassif, Maha Alaa Eddin, Manar AbuTalib, Qassim Nasir
2020	J	`jnl`	Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. CoRR MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020	J	`jnl`	Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining. CoRR MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020	J	`jnl`	Multi-split optimized bagging ensemble model selection for multi-class educational data mining. Appl. Intell. MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020	J	`jnl`	Novel cascaded Gaussian mixture model-deep neural network classifier for speaker identification in emotional talking environments. Neural Comput. Appl. Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
2020	J	`jnl`	Predicting Software Effort from Use Case Points: A Systematic Review. CoRR Mohammad Azzeh, Ali Bou Nassif, Imtinan Basem Attili
2020	—	`conf`	Predicting the power of a combined cycle power plant using machine learning methods. CCCI Salama Alketbi, Ali Bou Nassif, Maha Alaa Eddin, Ismail Shahin, Ashraf Elnagar
2020	—	`conf`	Software Effort Estimation from Use Case Diagrams Using Nonlinear Regression Analysis. CCECE Ali Bou Nassif, Manar AbuTalib, Luiz Fernando Capretz
2020	J	`jnl`	Software Effort Estimation from Use Case Diagrams Using Nonlinear Regression Analysis. CoRR Ali Bou Nassif, Manar AbuTalib, Luiz Fernando Capretz
2020	J	`jnl`	Systematic Ensemble Model Selection Approach for Educational Data Mining. CoRR MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020	—	`conf`	Systematic Literature Review: Metaheuristics-based Approach for Workflow Scheduling in Cloud. CCCI Dina Jamal Hejji, Ali Bou Nassif, Qassim Nasir, Manar AbuTalib
2020	J	`jnl`	Systematic ensemble model selection approach for educational data mining. Knowl. Based Syst. MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020	J	`jnl`	Transformed J. Syst. Softw. Cuauhtémoc López Martín, Yenny Villuendas-Rey, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2019	—	`conf`	Can We Rely on Smartphone Applications? TOOLS Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz
2019	J	`jnl`	Can we rely on smartphone applications? CoRR Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz
2019	Misc	`conf`	Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection. ICNC Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex
2019	—	`conf`	Comparative Study on the Performance of Heuristic Optimization Techniques in Robotic Path Planning. ICAAI Mohammed Baziyad, Ali Bou Nassif, Tamer Rabie, Raouf Fareh
2019	J	`jnl`	Dimensionality reduction with IG-PCA and ensemble classifier for network intrusion detection. Comput. Networks Fadi Salo, Ali Bou Nassif, Aleksander Essex
2019	J	`jnl`	Emirati-Accented Speaker Identification in Stressful Talking Conditions. CoRR Ismail Shahin, Ali Bou Nassif
2019	J	`jnl`	Emotion Recognition Using Hybrid Gaussian Mixture Model and Deep Neural Network. IEEE Access Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
2019	—	`conf`	Identifying Patterns of Breast Cancer Genetic Signatures using Unsupervised Machine Learning. IST Rifat A. Hamoudi, Meriem Bettayeb, Areej Alsaafin, Mahmood Hachim, Qassim Nasir, Ali Bou Nassif
2019	J	`jnl`	Software Development Effort Estimation Using Regression Fuzzy Models. Comput. Intell. Neurosci. Ali Bou Nassif, Mohammad Azzeh, Ali Idri, Alain Abran
2019	J	`jnl`	Software Development Effort Estimation Using Regression Fuzzy Models. CoRR Ali Bou Nassif, Mohammad Azzeh, Ali Idri, Alain Abran
2019	J	`jnl`	Speaker Verification in Emotional Talking Environments based on Third-Order Circular Suprasegmental Hidden Markov Model. CoRR Ismail Shahin, Ali Bou Nassif
2019	J	`jnl`	Speech Recognition Using Deep Neural Networks: A Systematic Review. IEEE Access Ali Bou Nassif, Ismail Shahin, Imtinan Basem Attili, Mohammad Azzeh, Khaled Shaalan
2019	J	`jnl`	v-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects. CoRR Cuauhtémoc López Martín, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2018	B	`conf`	Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. GLOBECOM MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
2018	J	`jnl`	Comparative analysis of soft computing techniques for predicting software effort based use case points. IET Softw. Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2018	J	`jnl`	Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review. IEEE Access Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Abdallah Shami, Aleksander Essex
2018	J	`jnl`	E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics. IEEE Access Abdallah Moubayed, MohammadNoor Injadat, Ali Bou Nassif, Hanan Lutfiyya, Abdallah Shami
2018	J	`jnl`	Emirati-Accented Speaker Identification in each of Neutral and Shouted Talking Environments. CoRR Ismail Shahin, Ali Bou Nassif, Mohammed N. Ba-Hutair
2018	J	`jnl`	Emirati-accented speaker identification in each of neutral and shouted talking environments. Int. J. Speech Technol. Ismail Shahin, Ali Bou Nassif, Mohammed N. Ba-Hutair
2018	C	`conf`	Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. ICMLA Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Cuauhtémoc López Martín
2018	J	`jnl`	Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. CoRR Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Cuauhtémoc López Martín
2018	J	`jnl`	Machine Learning Classifications of Coronary Artery Disease. CoRR Ali Bou Nassif, Omar Mahdi, Qassim Nasir, Manar AbuTalib, Mohammad Azzeh
2018	J	`jnl`	Novel Cascaded Gaussian Mixture Model-Deep Neural Network Classifier for Speaker Identification in Emotional Talking Environments. CoRR Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
2018	J	`jnl`	On the value of parameter tuning in heterogeneous ensembles effort estimation. Soft Comput. Mohamed Hosni, Ali Idri, Alain Abran, Ali Bou Nassif
2018	J	`jnl`	Performance Analysis of Hyperledger Fabric Platforms. Secur. Commun. Networks Qassim Nasir, Ilham A. Qasse, Manar AbuTalib, Ali Bou Nassif
2018	J	`jnl`	Project productivity evaluation in early software effort estimation. J. Softw. Evol. Process. Mohammad Azzeh, Ali Bou Nassif
2018	J	`jnl`	Three-Stage Speaker Verification Architecture in Emotional Talking Environments. CoRR Ismail Shahin, Ali Bou Nassif
2018	J	`jnl`	Three-stage speaker verification architecture in emotional talking environments. Int. J. Speech Technol. Ismail Shahin, Ali Bou Nassif
2018	C	`conf`	Upsilon-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects. ICMLA Cuauhtémoc López Martín, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2017	J	`jnl`	A training process for improving the quality of software projects developed by a practitioner. CoRR Cuauhtémoc López Martín, Ali Bou Nassif, Alain Abran
2017	J	`jnl`	A training process for improving the quality of software projects developed by a practitioner. J. Syst. Softw. Cuauhtémoc López Martín, Ali Bou Nassif, Alain Abran
2017	J	`jnl`	An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation. CoRR Mohammad Azzeh, Ali Bou Nassif, Leandro L. Minku
2017	J	`jnl`	Analogy-based effort estimation: a new method to discover set of analogies from dataset characteristics. CoRR Mohammad Azzeh, Ali Bou Nassif
2017	J	`jnl`	Analyzing the Relationship between Project Productivity and Environment Factors in the Use Case Points Method. CoRR Mohammad Azzeh, Ali Bou Nassif
2017	J	`jnl`	Analyzing the relationship between project productivity and environment factors in the use case points method. J. Softw. Evol. Process. Mohammad Azzeh, Ali Bou Nassif
2017	J	`jnl`	Fuzzy Model Tree For Early Effort Estimation. CoRR Mohammad Azzeh, Ali Bou Nassif
2017	J	`jnl`	Pareto Efficient Multi Objective Optimization for Local Tuning of Analogy Based Estimation. CoRR Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Fadi Almasalha
2017	—	`conf`	Robust Rank Aggregation method for Case-Base effort estimation. CCECE Ali Bou Nassif, Mohammad Azzeh, Shadi Banitaan
2016	J	`jnl`	A Hybrid Model for Estimating Software Project Effort from Use Case Points. CoRR Mohammad Azzeh, Ali Bou Nassif
2016	J	`jnl`	A hybrid model for estimating software project effort from Use Case Points. Appl. Soft Comput. Mohammad Azzeh, Ali Bou Nassif
2016	J	`jnl`	Data mining techniques in social media: A survey. Neurocomputing MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif
2016	J	`jnl`	Enhancing Use Case Points Estimation Method Using Soft Computing Techniques. CoRR Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2016	J	`jnl`	Guest editorial: special issue on predictive analytics using machine learning. Neural Comput. Appl. Ali Bou Nassif, Mohammad Azzeh, Shadi Banitaan, Daniel Neagu
2016	J	`jnl`	Neural Network Models for Software Development Effort Estimation: A Comparative Study. CoRR Ali Bou Nassif, Mohammad Azzeh, Luiz Fernando Capretz, Danny Ho
2016	J	`jnl`	Neural network models for software development effort estimation: a comparative study. Neural Comput. Appl. Ali Bou Nassif, Mohammad Azzeh, Luiz Fernando Capretz, Danny Ho
2016	J	`jnl`	Pareto efficient multi-objective optimization for local tuning of analogy-based estimation. Neural Comput. Appl. Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Fadi Almasalha
2016	J	`jnl`	Special Issue: Soft computing in software engineering. Appl. Soft Comput. Cagatay Catal, Coskun Bayrak, Ali Bou Nassif, Kemal Polat, Akhan Akbulut
2016	C	`conf`	User Movement Prediction: The Contribution of Machine Learning Techniques. ICMLA Shadi Banitaan, Mohammad Azzeh, Ali Bou Nassif
2015	J	`jnl`	A Comparison Between Decision Trees and Decision Tree Forest Models for Software Development Effort Estimation. CoRR Ali Bou Nassif, Mohammad Azzeh, Luiz Fernando Capretz, Danny Ho
2015	J	`jnl`	A Hybrid Intelligent Model for Software Cost Estimation. CoRR Wei Lin Du, Luiz Fernando Capretz, Ali Bou Nassif, Danny Ho
2015	C	`conf`	An Application of Classification and Class Decomposition to Use Case Point Estimation Method. ICMLA Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2015	J	`jnl`	An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation. J. Syst. Softw. Mohammad Azzeh, Ali Bou Nassif, Leandro L. Minku
2015	J	`jnl`	Analogy-based effort estimation: a new method to discover set of analogies from dataset characteristics. IET Softw. Mohammad Azzeh, Ali Bou Nassif
2015	C	`conf`	Class Decomposition Using K-Means and Hierarchical Clustering. ICMLA Shadi Banitaan, Ali Bou Nassif, Mohammad Azzeh
2015	—	`conf`	In Need of a Domain-Specific Language Modeling Notation for Smartphone Applications with Portable Capability. MobiWIS Hamza Ghandorh, Luiz Fernando Capretz, Ali Bou Nassif
2014	C	`conf`	A Better Case Adaptation Method for Case-Based Effort Estimation Using Multi-objective Optimization. ICMLA Ali Bou Nassif, Shadi Banitaan
2014	J	`jnl`	Analyzing the Non-Functional Requirements in the Desharnais Dataset for Software Effort Estimation. CoRR Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2014	—	`conf`	Calibrating use case points. ICSE Companion Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2013	J	`jnl`	A Hybrid Intelligent Model for Software Cost estimation. J. Comput. Sci. Wei Lin Du, Luiz Fernando Capretz, Ali Bou Nassif, Danny Ho
2013	—	`conf`	A comparison between decision trees and decision tree forest models for software development effort estimation. ICCIT Ali Bou Nassif, Mohammad Azzeh, Luiz Fernando Capretz, Danny Ho
2013	—	`conf`	Business intelligence solutions in healthcare a case study: Transforming OLTP system to BI solution. ICCIT Osama T. Ali, Ali Bou Nassif, Luiz Fernando Capretz
2013	—	`conf`	Fuzzy Model Tree for Early Effort Estimation. ICMLA (2) Mohammad Azzeh, Ali Bou Nassif
2013	—	`conf`	Reliability Models Applied to Mobile Applications. SERE (Companion) Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz
2013	C	`conf`	Reliability Prediction of Smartphone Applications through Failure Data Analysis. PRDC Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz
2013	J	`jnl`	Towards an early software estimation using log-linear regression and a multilayer perceptron model. J. Syst. Softw. Ali Bou Nassif, Danny Ho, Luiz Fernando Capretz
2012	—	`conf`	A Treeboost Model for Software Effort Estimation Based on Use Case Points. ICMLA (2) Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho, Mohammad Azzeh
2012	—	`conf`	Estimating Software Effort Using an ANN Model Based on Use Case Points. ICMLA (2) Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2012	—	`conf`	Fuzzy-ExCOM Software Project Risk Assessment. ICMLA (2) Ekananta Manalif, Luiz Fernando Capretz, Ali Bou Nassif, Danny Ho
2012	C	`conf`	Software Effort Estimation in the Early Stages of the Software Life Cycle Using a Cascade Correlation Neural Network Model. SNPD Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2011	B	`conf`	Estimating Software Effort Based on Use Case Point Model Using Sugeno Fuzzy Inference System. ICTAI Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho
2011	C	`conf`	Measuring the Usage of SaaS Applications based on Utilized Features. CLOSER Ali Bou Nassif, Hanan Lutfiyya
2010	B	`conf`	Moving from SaaS Applications towards SOA Services. SERVICES Ali Bou Nassif, Miriam A. M. Capretz