Reda Alhajj

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 97

Top Venues

ASONAM

IRI

Knowl. Based Syst.

Soc. Netw. Anal. Min.

Publications

Alireza Arvandi, Jon G. Rokne, Reda Alhajj
Twitter analysis in emergency management: recent research and trends. Soc. Netw. Anal. Min. 14 (1) (2024)
Kashfia Sailunaz, Deniz Bestepe, Lama Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Kashfia Sailunaz, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
A survey on brain tumor image analysis. Medical Biol. Eng. Comput. 62 (1) (2024)
Busra Karatay, Deniz Bestepe, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
CNN-Transformer based emotion classification from facial expressions and body gestures. Multim. Tools Appl. 83 (8) (2024)
Kashfia Sailunaz, Tansel Özyer, Jon G. Rokne, Reda Alhajj
A survey of machine learning-based methods for COVID-19 medical image analysis. Medical Biol. Eng. Comput. 61 (6) (2023)
Reyhan Zeynep Pek, Sibel Tariyan Özyer, Tarek Elhage, Tansel Özyer, Reda Alhajj
The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure. IEEE Access 11 (2023)
Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 11 (2023)
Tansel Özyer, Reyhan Zeynep Pek, Muhammed Talha Zavalsiz, Melis Serdar, Sleiman Alhajj, Lama Alhajj, Jon G. Rokne, Reda Alhajj, Kashfia Sailunaz
Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis. ASONAM (2023)
Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection. Int. Arab J. Inf. Technol. 20 (3A) (2023)
Ahmed Al Marouf, Reda Alhajj, Jon G. Rokne, Sunita Ghose, Tarek A. Bismar
Exploring Gene Expression and Clinical Data for Identifying Prostate Cancer Severity Levels using Machine Learning Methods. CCECE (2023)
Tansel Özyer, Gözde Yurtdas, Loubaba Alhajj, Jon G. Rokne, Kashfia Sailunaz, Reda Alhajj
Creating a Learning Profile by Using Face and Emotion Recognition. ASONAM (2023)
Tansel Özyer, Reda Alhajj, Jon G. Rokne, Kashfia Sailunaz, Gabriela Jurca, Deniz Bestepe, Lama Alhajj, Busra Kartay
KoExPubMed: A Tool for Effective and Customized Knowledge Extraction from PubMed. ASONAM (2023)
Malek Malkawi, Reda Alhajj
Real-time web-based International Flight Tickets Recommendation System via Apache Spark. IRI (2023)
Gulsade Rabia Cakmak, Ibrahim Ethem Hamamci, Mehmet Kursat Yilmaz, Reda Alhajj, Ibrahim Azboy, Mehmet Kemal Özdemir
AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray. CoRR (2022)
Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj
NetDriller-V3: A Powerful Social Network Analysis Tool. ASONAM (2022)
Serkan Üçer, Tansel Özyer, Reda Alhajj
Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO). ASONAM (2022)
Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj
A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. ACIT (2022)
Kashfia Sailunaz, Jalal Kawash, Reda Alhajj
Tweet and user validation with supervised feature ranking and rumor classification. Multim. Tools Appl. 81 (22) (2022)
Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj
Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users - A Study on the Demise of a Bollywood Celebrity. Big Data Cogn. Comput. 6 (4) (2022)
Kashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
Convex Hull in Brain Tumor Segmentation. BI (2022)
Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
Pancreatic Tumor Detection by Convolutional Neural Networks. ACIT (2022)
Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks. BMC Bioinform. 22 (1) (2021)
Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access 9 (2021)
Salim Afra, Reda Alhajj
Integrated framework for criminal network extraction from Web. J. Inf. Sci. 47 (2) (2021)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images. CAIP (1) (2021)
Malek Malkawi, Tansel Özyer, Reda Alhajj
Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner. ASONAM (2021)
Ziad Elgammal, Abdullah Barmu, Hamza Hassan, Khaled Elgammal, Tansel Özyer, Reda Alhajj
Matching Applicants with Positions for Better Allocation of Employees in the Job Market. ACIT (2021)
Nawazish Ali, Imran Hasan, Tansel Özyer, Reda Alhajj
Driver Drowsiness Detection by Employing CNN and Dlib. ACIT (2021)
M. Taleb Albrijawi, Amrou Haj Ibrahim, Reda Alhajj
Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph. ASONAM (2021)
Nadir Emre Zirbilek, Mustafa Erakin, Tansel Özyer, Reda Alhajj
Hot topic detection and evaluation of multi-relation effects. ASONAM (2021)
Tansel Özyer, Ak Duygu Selin, Reda Alhajj
Human action recognition approaches with video datasets - A survey. Knowl. Based Syst. 222 (2021)
Berk Kardas, Ismail Erdem Bayar, Tansel Özyer, Reda Alhajj
Detecting spam tweets using machine learning and effective preprocessing. ASONAM (2021)
Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
SNF-CVAE: Computational method to predict drug-disease interactions using similarity network fusion and collective variational autoencoder. Knowl. Based Syst. 212 (2021)
Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. ACCV (5) (2020)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. ICPR (2020)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
A password creation and validation system for social media platforms based on big data analytics. J. Ambient Intell. Humaniz. Comput. 11 (1) (2020)
Tansel Özyer, Ak Duygu Selin, Reda Alhajj
Recent Trends in Emotion Analysis: A Big Data Analysis Perspective. ASONAM (2020)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. CoRR (2020)
Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
A review of computational drug repositioning: strategies, approaches, opportunities, challenges, and directions. J. Cheminformatics 12 (1) (2020)
Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR (2020)
Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. CoRR (2020)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Text mining for malware classification using multivariate all repeated patterns detection. ASONAM (2019)
Wenli Looi, Manmeet Dhaliwal, Reda Alhajj, Jon G. Rokne
Recommender System for Items in Dota 2. IEEE Trans. Games 11 (4) (2019)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
Glaucoma detection using image processing techniques: A literature review. Comput. Medical Imaging Graph. 78 (2019)
Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
Effective induction of gene regulatory networks using a novel recommendation method. Int. J. Data Min. Bioinform. 22 (2) (2019)
Hüseyin Vural, Mehmet Kaya, Reda Alhajj
A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network. ASONAM (2019)
Alper Aksaç, Tansel Özyer, Reda Alhajj
CutESC: Cutting edge spatial clustering technique based on proximity graphs. Pattern Recognit. 96 (2019)
Kashfia Sailunaz, Reda Alhajj
Emotion and sentiment analysis from Twitter text. J. Comput. Sci. 36 (2019)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Multivariate motif detection in local weather big data. ASONAM (2019)
Kashfia Sailunaz, Manmeet Dhaliwal, Jon G. Rokne, Reda Alhajj
Emotion detection from text and speech: a survey. Soc. Netw. Anal. Min. 8 (1) (2018)
Ekim Kurtulmaz, Ravsan Aziz, Ural Ucar, Tansel Özyer, Reda Alhajj
Periodicity detection in turkish stock market. SIU (2018)
Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19 (1) (2018)
Fatemeh Keshavarz, Ayeshaa Abdul Waheed, Btissam Rachdi, Reda Alhajj
Review Spam Detection by Highlighting Potential Spammers and Diminishing Their Effect. Int. J. E Bus. Res. 14 (1) (2018)
Reda Alhajj
Advanced Technology and Social Media Influence on Research, Industry and Community. CIIA (2018)
Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19 (1) (2018)
Ertan Bütün, Mehmet Kaya, Reda Alhajj
Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. Inf. Sci. (2018)
Hüseyin Vural, Buket Kaya, Reda Alhajj, Mehmet Kaya
Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure. ASONAM (2018)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
Integrating flexibility and fuzziness into a question driven query model. Inf. Sci. 430 (2018)
Sara Aghakhani, Ala Qabaja, Reda Alhajj
Integration of k-means clustering algorithm with network analysis for drug-target interactions network prediction. Int. J. Data Min. Bioinform. 20 (3) (2018)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Clickstream Analytics: An Experimental Analysis of the Amazon Users' Simulated Monthly Traffic. ASONAM (2018)
Betul Bulut, Buket Kaya, Reda Alhajj, Mehmet Kaya
A Paper Recommendation System Based on User's Research Interests. ASONAM (2018)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Text Mining for Plagiarism Detection: Multivariate Pattern Detection for Recognition of Text Similarities. ASONAM (2018)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics Analytics. EISIC (2017)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Advanced Network Data Analytics for Large-Scale DDoS Attack Detection. Int. J. Cyber Warf. Terror. 7 (3) (2017)
Ahmet Enis Erdogan, Tolga Yilmaz, Onur Can Sert, Mirun Akyüz, Tansel Özyer, Reda Alhajj
From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets. ASONAM (2017)
Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang
An Effective LmRMR for Financial Variable Selection and its Applications. IRI (2017)
Serkan Üçer, Yunuscan Kocak, Tansel Özyer, Reda Alhajj
Social network Analysis-based classifier (SNAc): A case study on time course gene expression data. Comput. Methods Programs Biomed. 150 (2017)
Alper Aksaç, Tansel Özyer, Reda Alhajj
Complex networks driven salient region detection based on superpixel segmentation. Pattern Recognit. 66 (2017)
Utku Sirin, Faruk Polat, Reda Alhajj
Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (6) (2017)
Iyad Suleiman, Maha Arslan, Reda Alhajj, Mick J. Ridley
Prediction Model of School Readiness. J. Inf. Knowl. Manag. 16 (3) (2017)
Ertan Bütün, Mehmet Kaya, Reda Alhajj
A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. ASONAM (2017)
Ahmad Kassem, Umut Ozan Yildirim, Kadir Anil Turgut, Uffe Kock Wiil, Tansel Özyer, Reda Alhajj
Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction. ASONAM (2017)
Utku Erdogdu, Faruk Polat, Reda Alhajj
Employing decomposable partially observable Markov decision processes to control gene regulatory networks. Artif. Intell. Medicine 83 (2017)
Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
Time preference aware dynamic recommendation enhanced with location, social network and temporal information. ASONAM (2016)
Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj
Effective gene expression data generation framework based on multi-model approach. Artif. Intell. Medicine 70 (2016)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays. Appl. Intell. 45 (3) (2016)
Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
Making recommendations by integrating information from multiple social networks. Appl. Intell. 45 (4) (2016)
Mehmet Kaya, Buket Kaya, Reda Alhajj
A novel multi-objective genetic algorithm for multiple sequence alignment. Int. J. Data Min. Bioinform. 14 (2) (2016)
Ertan Butun, Mehmet Kaya, Reda Alhajj
A new topological metric for link prediction in directed, weighted and temporal networks. ASONAM (2016)
Omar Addam, Alan Chia-Lung Chen, Winsor Hoang, Jon G. Rokne, Reda Alhajj
Foreign exchange data crawling and analysis for knowledge discovery leading to informative decision making. Knowl. Based Syst. 102 (2016)
Yunuscan Kocak, Tansel Özyer, Reda Alhajj
Utilizing maximal frequent itemsets and social network analysis for HIV data analysis. J. Cheminformatics 8 (1) (2016)
Konstantinos F. Xylogiannopoulos, Reda Alhajj, Panagiotis Karampelas
Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points. ASONAM (2016)
Yunuscan Kocak, Tansel Özyer, Reda Alhajj
Classification of HIV data by constructing a social network with frequent itemsets. ASONAM (2016)
Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
Inference of gene regulatory networks via multiple data sources and a recommendation method. BIBM (2015)
Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far
Verification of lack of emergent behavior in extending a social network of agents. Soc. Netw. Anal. Min. 5 (1) (2015)
Shang Gao, W. Y. Zou, Yuanyuan Liu, Xingwang Wang, Y. Zhuang, X. W. Wei, Reda Alhajj
Integrating multiple sources of genomic data by multiplex network reconstruction. BIBM (2015)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
On personalizing Web search using social network analysis. Inf. Sci. 314 (2015)
Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
Modeling Individuals and Making Recommendations Using Multiple Social Networks. ASONAM (2015)
Przemyslaw Kazienko, Reda Alhajj, Jaideep Srivastava
Computational Aspects of Social Network Analysis. Sci. Program. 2015 (2015)
Ioanna K. Lekea, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, Reda Alhajj
Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe. ASONAM (2015)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining. ICSC (2015)
Alan Chia-Lung Chen, Ahmad Elhajj, Shang Gao, Abdullah Sarhan, Salim Afra, Ahmad Kassem, Reda Alhajj
Approximating the maximum common subgraph isomorphism problem with a weighted graph. Knowl. Based Syst. 85 (2015)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series. ICEIS (1) (2015)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm. ASONAM (2015)
Orkun Ozturk, Alper Aksaç, Tansel Özyer, Reda Alhajj
Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation. Appl. Intell. 43 (4) (2015)
Mujtaba Jawed, Mehmet Kaya, Reda Alhajj
Time Frame based Link Prediction in Directed Citation Networks. ASONAM (2015)
Faisal Ahmed, Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj
Weighted Fusion of Bit Plane-Specific Local Image Descriptors for Facial Expression Recognition. SMC (2015)
Mehmet Kaya, Reda Alhajj
Development of multidimensional academic information networks with a novel data cube based modeling method. Inf. Sci. 265 (2014)
Ali Rahmani, Salim Afra, Omar Zarour, Omar Addam, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
Graph-based approach for outlier detection in sequential data and its application on stock market and weather data. Knowl. Based Syst. 61 (2014)
Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj
Analyzing immediate correlations between names and pop culture of North America in the 21st century. IRI (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Reda Alhajj