Jon G. Rokne

ORCID

Publication Activity (10 Years)

Years Active: 1969-2024
Publications (10 Years): 35

Top Venues

ASONAM

Knowl. Based Syst.

Soc. Netw. Anal. Min.

Medical Biol. Eng. Comput.

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)
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)
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)
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)
Nitin Agarwal, Zongmin Ma, Jon G. Rokne
IEEE/ACM ASONAM 2022: Message from the General Chairs. ASONAM (2022)
Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj
NetDriller-V3: A Powerful Social Network Analysis Tool. ASONAM (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)
Kaitlin De Chastelain Finnigan, Fahim Anzum, Jon G. Rokne, Marina L. Gavrilova
Weighted Lexicon-based Sentiment Analysis for Women Career Traits in Information Technology. ICCI*CC (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)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images. CAIP (1) (2021)
Jon G. Rokne
Shoehorning. Computer 54 (9) (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)
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)
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)
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)
Xiaohui Wei, Yuanyuan Liu, Xingwang Wang, Bingyi Sun, Shang Gao, Jon G. Rokne
A survey on quality-assurance approximate stream processing and applications. Future Gener. Comput. Syst. 101 (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)
Salim Afra, Tansel Özyer, Jon G. Rokne
NetDriller Version 2: A Powerful Social Network Analysis Tool. ICDM Workshops (2018)
Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
Integrating flexibility and fuzziness into a question driven query model. Inf. Sci. 430 (2018)
Gouri Deshpande, Jon G. Rokne
User Feedback from Tweets vs App Store Reviews: An Exploratory Study of Frequency, Timing and Content. AIRE@RE (2018)
Andrea Sanna, Fabrizio Lamberti, Jon G. Rokne
Special Issue on INTETAIN 2015. Entertain. Comput. 18 (2017)
Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang
An Effective LmRMR for Financial Variable Selection and its Applications. IRI (2017)
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)
Xin Liu, Jon G. Rokne
Depth of field synthesis from sparse views. Comput. Graph. 55 (2016)
Fabrizio Lamberti, Andrea Sanna, Jon G. Rokne
Sensors for Entertainment. Sensors 16 (7) (2016)
Andrea Sanna, Fabrizio Lamberti, Jon G. Rokne
Preface. INTETAIN (2015)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
On personalizing Web search using social network analysis. Inf. Sci. 314 (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)
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)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Log based business process engineering using fuzzy web service discovery. Knowl. Based Syst. 60 (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking. ICWS (2014)
Peter Peng, Omar Addam, Mohamad Elzohbi, Sibel Tariyan Özyer, Ahmad Elhajj, Shang Gao, Yimin Liu, Tansel Özyer, Mehmet Kaya, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. Knowl. Based Syst. 56 (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management. ICCI*CC (2014)
Wadhah Almansoori, Omar Addam, Omar Zarour, Mohamad Elzohbi, Abdullah Sarhan, Mehmet Kaya, Jon G. Rokne, Reda Alhajj
The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. J. Organ. Comput. Electron. Commer. 24 (2-3) (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management. ASONAM (2014)
Xin Liu, Jon G. Rokne
A micro 64-tree structure for accelerating ray tracing on a GPU. Graphics Interface (2013)
Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon G. Rokne, Douglas J. Demetrick
Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. Int. J. Data Min. Bioinform. 8 (3) (2013)
Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne
Functional characterization of drug-protein interactions network. Intell. Data Anal. 16 (1) (2012)
Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Abdallah M. ElSheikh, Ayman N. Murshed, Jamal Jida, Reda Alhajj, Jon G. Rokne
Link prediction and classification in social networks and its application in healthcare and systems biology. Netw. Model. Anal. Health Informatics Bioinform. 1 (1-2) (2012)
Shang Gao, Omar Addam, Ala Qabaja, Abdallah M. ElSheikh, Omar Zarour, Mohamad Nagi, Flouris Triant, Wadhah Almansoori, Omer Sair, Tansel Özyer, Jia Zeng, Jon G. Rokne, Reda Alhajj
Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis. CIBCB (2012)
Khaled Dawoud, Ala Qabaja, Shang Gao, Reda Alhajj, Jon G. Rokne
Identifying cancer biomarkers by knowledge discovery from medical literature. ICCABS (2012)
Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne
Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Ayman N. Murshed, Wadhah Almansoori, Kostas F. Xylogiannopoulos, Mohamad Elzohbi, Reda Alhajj, Jon G. Rokne
Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework. ASONAM (2012)
Mahmudul Hasan, Marina L. Gavrilova, Jon G. Rokne
Clearance-based homotopic optimal path computation. Comput. Syst. Sci. Eng. 27 (3) (2012)
Wadhah Almansoori, Ayman Murshid, Kostas F. Xylogiannopoulos, Reda Alhajj, Jon G. Rokne
Electronic medical referral system: Decision support and recommendation approach. IRI (2012)
Xin Liu, Jon G. Rokne
Bokeh Rendering with a Physical Lens. PG (Short Papers) (2012)
Ali Rahmani, Mohamad Nagi, Mohammad Rifaie, Keivan Kianmehr, Mick J. Ridley, Reda Alhajj, Jon G. Rokne
Employing Frequent Pattern Mining for Finding Correlations between Tables in Relational Databases. ITNG (2011)
Mohamad Nagi, Abdallah M. ElSheikh, Iyad Suleiman, Peter Peng, Mohammad Rifaie, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
Association rules mining based approach for Web usage mining. IRI (2011)
Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Reda Alhajj, Jon G. Rokne
Link prediction and classification in social networks and its application in healthcare. IRI (2011)
Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas J. Demetrick, Jon G. Rokne
Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. BIBM (2011)
Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
From Fuzzy Association Rule Mining to Effective Classification Framework. IDEAL (2011)
Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan
Mining sequential patterns with extensible knowledge representation. Intell. Data Anal. 15 (6) (2011)
Muhaimenul Adnan, Mohamad Nagi, Keivan Kianmehr, Radwan Tahboub, Mick J. Ridley, Jon G. Rokne
Promoting where, when and what? An analysis of web logs by integrating data mining and social network techniques to guide ecommerce business promotions. Soc. Netw. Anal. Min. 1 (3) (2011)
Wadhah Almansoori, Omar Zarour, Tamer N. Jarada, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
Applications of Social Network Construction and Analysis in the Medical Referral Process. DASC (2011)
Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie, Reda Alhajj, Jon G. Rokne
Stock Investment Decision Making: A Social Network Approach. ISMIS Industrial Session (2011)
Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj
Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS (2011)
Alan Chia-Lung Chen, Kostas F. Xylogiannopoulos, Tamer N. Jarada, Omar Zarour, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
Simple and effective behavior tracking by post processing of association rules into segments. iiWAS (2011)
Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne
Discovering cancer biomarkers: from DNA to communities of genes. Int. J. Netw. Virtual Organisations 8 (1/2) (2011)
Negar Koochakzadeh, Atieh Sarraf, Keivan Kianmehr, Jon G. Rokne, Reda Alhajj
NetDriller: A Powerful Social Network Analysis Tool. ICDM Workshops (2011)
Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. IDEAL (2011)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
On the Social Aspects of Personalized Ranking for Web Services. HPCC (2011)
Mohammed Al-Shalalfa, Ghada Naji, Ala Qabaja, Reda Alhajj, Jon G. Rokne
Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. Int. J. Data Min. Bioinform. 5 (3) (2011)
Xin Liu, Jon G. Rokne, Marina L. Gavrilova
Smooth Morphing Delaunay Triangulation. ISVD (2010)
Negar Koochakzadeh, Keivan Kianmehr, Jamal Jida, Iltae Lee, Reda Alhajj, Jon G. Rokne
Semi-Supervised Dynamic Classification for Intrusion Detection. Int. J. Softw. Eng. Knowl. Eng. 20 (2) (2010)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Community Aware Personalized Web Search. ASONAM (2010)
Khaled Dawoud, Reda Alhajj, Jon G. Rokne
A Global Measure for Estimating the Degree of Organization of Terrorist Networks. ASONAM (2010)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma
Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI (2010)
Ming Zhang, Reda Alhajj, Jon G. Rokne
Effectiveness of optimal incremental multi-step nearest neighbor search. Expert Syst. Appl. 37 (8) (2010)
Tamer N. Jarada, Kelvin Chung, Armen Shimoon, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
Mapping rules for converting from ODL to XML schemas. iiWAS (2010)
Qun Lin, Jon G. Rokne
Blending implicit interval curves and surfaces. Appl. Math. Comput. 215 (9) (2010)
Xin Liu, Carey Williamson, Jon G. Rokne
Physics-based modeling of skier mobility and avalanche rescue in mountainous terrain. LCN (2010)
Shang Gao, Reda Alhajj, Jon G. Rokne
Network modeling of RNA secondary structures based on integrative randomized clustering. BIBM Workshops (2010)
Xin Liu, Jon G. Rokne, Marina L. Gavrilova
A novel terrain rendering algorithm based on quasi Delaunay triangulation. Vis. Comput. 26 (6-8) (2010)
David Kinzel, Micah Klettke, Paul Uppal, Naheed Visram, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
The Economic Benefts of Web Mining. ASONAM (2009)
Ala Qabaja, Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne
Multiagent Approach for Identifying Cancer Biomarkers. BIBM (2009)
Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne
Fourier Transform Based Spatial Outlier Mining. IDEAL (2009)
Xin Liu, Marina L. Gavrilova, Jon G. Rokne
Incorporating object-centered sampling and Delaunay tetrahedrization for visual hull reconstruction. Vis. Comput. 25 (5-7) (2009)
Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan
Set-based approach in mining sequential patterns. ISCIS (2009)
Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne
Identifying Social Communities by Frequent Pattern Mining. IV (2009)
Shang Gao, Reda Alhajj, Jon G. Rokne
Modeling Knowledge Discovery in Financial Forecasting. IRI (2009)
Keivan Kianmehr, X. Peng, Chris Luce, Justin Chung, Nam Pham, Walter Chung, Reda Alhajj, Jon G. Rokne, Ken Barker
Mining online shopping patterns and communities. iiWAS (2009)
Keivan Kianmehr, Shang Gao, Jawad Attari, M. Mushfiqur Rahman, Kofi Akomeah, Reda Alhajj, Jon G. Rokne, Ken Barker
Text summarization techniques: SVM versus neural networks. iiWAS (2009)
Iltae Lee, Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj, Jon G. Rokne
A New Framework for an Adaptive Classifier Model. IRI (2009)
Jon G. Rokne
Guest Editor's Foreword. Int. J. Comput. Geom. Appl. 19 (4) (2009)
Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne
Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. BIBE (2008)
Ming Zhang, Reda Alhajj, Jon G. Rokne
Optimal incremental multi-step nearest-neighbor search. GIS (2008)
Mahmudul Hasan, Marina L. Gavrilova, Jon G. Rokne
A Geometric Approach to Clearance Based Path Optimization. ICCSA (1) (2007)
Marina L. Gavrilova, Jon G. Rokne
On Sweep-plane Analysis of Laguerre Voronoi Diagram. ISVD (2007)
Ye Wang, Jon G. Rokne
Pressure based ink diffusion model for real-time simulation of chinese calligraphy. GRAPP (GM/R) (2007)
Paul G. Bao, François Anton, Jon G. Rokne
Existence of a unique zero of nonlinear systems. J. Num. Math. 15 (1) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jon G. Rokne