Reda Alhajj
Orcid: 0000-0001-6657-9738
According to our database1,
Reda Alhajj
authored at least 462 papers
between 1992 and 2024.
Collaborative distances:
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Bibliography
2024
CNN-Transformer based emotion classification from facial expressions and body gestures.
Multim. Tools Appl., 2024
2023
Medical Biol. Eng. Comput., June, 2023
A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection.
Int. Arab J. Inf. Technol., 2023
IEEE Access, 2023
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data.
IEEE Access, 2023
Real-time web-based International Flight Tickets Recommendation System via Apache Spark.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
Exploring Gene Expression and Clinical Data for Identifying Prostate Cancer Severity Levels using Machine Learning Methods.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
2022
Multim. Tools Appl., 2022
AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray.
CoRR, 2022
Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users - A Study on the Demise of a Bollywood Celebrity.
Big Data Cogn. Comput., 2022
Proceedings of the Brain Informatics - 15th International Conference, 2022
Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO).
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
Proceedings of the International Arab Conference on Information Technology, 2022
Proceedings of the International Arab Conference on Information Technology, 2022
2021
Knowl. Based Syst., 2021
SNF-CVAE: Computational method to predict drug-disease interactions using similarity network fusion and collective variational autoencoder.
Knowl. Based Syst., 2021
SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks.
BMC Bioinform., 2021
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19).
IEEE Access, 2021
Proceedings of the Computer Analysis of Images and Patterns, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Matching Applicants with Positions for Better Allocation of Employees in the Job Market.
Proceedings of the 22nd International Arab Conference on Information Technology, 2021
Proceedings of the 22nd International Arab Conference on Information Technology, 2021
2020
A review of computational drug repositioning: strategies, approaches, opportunities, challenges, and directions.
J. Cheminformatics, 2020
A password creation and validation system for social media platforms based on big data analytics.
J. Ambient Intell. Humaniz. Comput., 2020
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
Detecting Canadian Internet Satisfaction by Analyzing Twitter Accounts of Shaw Communications - Analyzing Twitter Accounts of Shaw Communications.
Proceedings of the Influence and Behavior Analysis in Social Networks and Social Media, 2019
Pattern Recognit., 2019
Int. J. Data Min. Bioinform., 2019
Comput. Medical Imaging Graph., 2019
Text mining for malware classification using multivariate all repeated patterns detection.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Diversity and Influence as Key Measures to Assess Candidates for Hiring or Promotion in Academia.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Inf. Sci., 2018
Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks.
Inf. Sci., 2018
Review Spam Detection by Highlighting Potential Spammers and Diminishing Their Effect.
Int. J. E Bus. Res., 2018
Integration of k-means clustering algorithm with network analysis for drug-target interactions network prediction.
Int. J. Data Min. Bioinform., 2018
Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process.
BMC Bioinform., 2018
Realizing drug repositioning by adapting a recommendation system to handle the process.
BMC Bioinform., 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the Computational Intelligence and Its Applications, 2018
Text Mining for Plagiarism Detection: Multivariate Pattern Detection for Recognition of Text Similarities.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Clickstream Analytics: An Experimental Analysis of the Amazon Users' Simulated Monthly Traffic.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
Proceedings of the Prediction and Inference from Social Networks and Social Media, 2017
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Pattern Recognit., 2017
Int. J. Cyber Warf. Terror., 2017
Social network Analysis-based classifier (SNAc): A case study on time course gene expression data.
Comput. Methods Programs Biomed., 2017
Employing decomposable partially observable Markov decision processes to control gene regulatory networks.
Artif. Intell. Medicine, 2017
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017
Proceedings of the European Intelligence and Security Informatics Conference, 2017
Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
Foreign exchange data crawling and analysis for knowledge discovery leading to informative decision making.
Knowl. Based Syst., 2016
Utilizing maximal frequent itemsets and social network analysis for HIV data analysis.
J. Cheminformatics, 2016
Int. J. Data Min. Bioinform., 2016
Artif. Intell. Medicine, 2016
Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays.
Appl. Intell., 2016
Appl. Intell., 2016
Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Time preference aware dynamic recommendation enhanced with location, social network and temporal information.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
A new topological metric for link prediction in directed, weighted and temporal networks.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
2015
Proceedings of the Applications of Social Media and Social Network Analysis, 2015
Soc. Netw. Anal. Min., 2015
Knowl. Based Syst., 2015
Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation.
Appl. Intell., 2015
Weighted Fusion of Bit Plane-Specific Local Image Descriptors for Facial Expression Recognition.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series.
Proceedings of the ICEIS 2015, 2015
Inference of gene regulatory networks via multiple data sources and a recommendation method.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
IEEE Trans. Syst. Man Cybern. Syst., 2014
IEEE Trans. Cybern., 2014
Soc. Netw. Anal. Min., 2014
Visualization of health indicators: utilizing data mining techniques and statistical analysis for effective comparison of user profiles.
Netw. Model. Anal. Health Informatics Bioinform., 2014
Knowl. Based Syst., 2014
Graph-based approach for outlier detection in sequential data and its application on stock market and weather data.
Knowl. Based Syst., 2014
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data.
Knowl. Based Syst., 2014
The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process.
J. Organ. Comput. Electron. Commer., 2014
Prediction of novel drug indications using network driven biological data prioritization and integration.
J. Cheminformatics, 2014
Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts.
J. Bioinform. Comput. Biol., 2014
J. Bioinform. Comput. Biol., 2014
Development of multidimensional academic information networks with a novel data cube based modeling method.
Inf. Sci., 2014
Experimental Analysis on the Normality of π, e, φ, sqrt(2) Using Advanced Data-Mining Techniques.
Exp. Math., 2014
Multiple sequence alignment with affine gap by using multi-objective genetic algorithm.
Comput. Methods Programs Biomed., 2014
Proceedings of the Information Security Theory and Practice. Securing the Internet of Things, 2014
Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Analyzing immediate correlations between names and pop culture of North America in the 21st century.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
From requirements to software design: An automated solution for packaging software classes.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Bayesian updating for time series missing data discovery and uncertainty estimation (TSMDDUE).
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014
2013
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013
Proceedings of the Mining Social Networks and Security Informatics, 2013
Proceedings of the Mining Social Networks and Security Informatics, 2013
Knowl. Based Syst., 2013
Knowl. Inf. Syst., 2013
Inf. Sci., 2013
Int. J. Data Min. Bioinform., 2013
Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data.
Int. J. Data Min. Bioinform., 2013
Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions.
EURASIP J. Bioinform. Syst. Biol., 2013
Comput. Methods Programs Biomed., 2013
Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures.
BMC Bioinform., 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks.
Proceedings of the IJCAI 2013, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Employing Structural and Textual Feature Extraction for Semistructured Document Classification.
IEEE Trans. Syst. Man Cybern. Part C, 2012
Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning.
IEEE Trans. Syst. Man Cybern. Part C, 2012
Success story of the SNAM Journal: fast progress into a well-established and reputable venue.
Soc. Netw. Anal. Min., 2012
Link prediction and classification in social networks and its application in healthcare and systems biology.
Netw. Model. Anal. Health Informatics Bioinform., 2012
Netw. Model. Anal. Health Informatics Bioinform., 2012
Integrating wavelets with clustering and indexing for effective content-based image retrieval.
Knowl. Based Syst., 2012
Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries in high-dimensional metric space.
Knowl. Inf. Syst., 2012
The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric.
J. Univers. Comput. Sci., 2012
Inf. Sci., 2012
Robust framework for recommending restructuring of websites by analysing web usage and web structure data.
Int. J. Bus. Intell. Data Min., 2012
Intell. Data Anal., 2012
Intell. Data Anal., 2012
Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble.
Expert Syst. Appl., 2012
Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study.
BMC Syst. Biol., 2012
Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks.
Adv. Bioinformatics, 2012
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Examining social networks between educational institutions, industrial partners, and the Canadian government.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Automated ontology construction from scenario based software requirements using clustering techniques.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Functional characterization of miRNAs in prostate cancer using functional protein networks.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Integrating Content and Structure into a Comprehensive Framework for XML Document Similarity Represented in 3D Space.
Proceedings of the Learning Structure and Schemas from Documents, 2011
Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011
Finding Hidden Links in Terrorist Networks by Checking Indirect Links of Different Sub-Networks.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011
A Global Measure for Estimating the Degree of Organization and Effectiveness of Individual Actors with Application to Terrorist Networks.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011
Fuzzy association rule mining framework and its application to effective fuzzy associative classification.
WIREs Data Mining Knowl. Discov., 2011
A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns From Very Large Databases.
IEEE Trans. Syst. Man Cybern. Part B, 2011
IEEE Trans. Knowl. Data Eng., 2011
Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Soc. Netw. Anal. Min., 2011
Introduction to the second issue of <i>Social Network Analysis and Mining</i> journal: scientific computing for social network analysis and dynamicity.
Soc. Netw. Anal. Min., 2011
Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data.
J. Inf. Knowl. Manag., 2011
J. Intell. Inf. Syst., 2011
Int. J. Netw. Virtual Organisations, 2011
Int. J. Netw. Virtual Organisations, 2011
Int. J. Netw. Virtual Organisations, 2011
Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data.
Int. J. Data Min. Bioinform., 2011
Intell. Data Anal., 2011
Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation.
Appl. Intell., 2011
Detecting emergent behavior in distributed systems using an ontology based methodology.
Proceedings of the IEEE International Conference on Systems, 2011
Employing Frequent Pattern Mining for Finding Correlations between Tables in Relational Databases.
Proceedings of the Eighth International Conference on Information Technology: New Generations, 2011
Proceedings of the Emerging Intelligent Technologies in Industry, 2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Link prediction and classification in social networks and its application in healthcare.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study.
Proceedings of the iiWAS'2011, 2011
Simple and effective behavior tracking by post processing of association rules into segments.
Proceedings of the iiWAS'2011, 2011
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Social Network Analysis in Software Testing to Categorize Unit Test Cases Based on Coverage Information.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Proceedings of the European Intelligence and Security Informatics Conference, 2011
Applications of Social Network Construction and Analysis in the Medical Referral Process.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011
Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Proceedings of the Soft Computing in XML Data Management, 2010
Proceedings of the Soft Computing in XML Data Management, 2010
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010
Integrating Entropy and Closed Frequent Pattern Mining for Social Network Modelling and Analysis.
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010
Proceedings of the Data Mining for Social Network Data, 2010
IEEE Trans. Syst. Man Cybern. Part B, 2010
Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space.
Knowl. Inf. Syst., 2010
Knowl. Inf. Syst., 2010
VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML.
J. Intell. Inf. Syst., 2010
Int. J. Softw. Eng. Knowl. Eng., 2010
Expert Syst. Appl., 2010
Skyline queries with constraints: Integrating skyline and traditional query operators.
Data Knowl. Eng., 2010
Artif. Intell. Medicine, 2010
STNR: A suffix tree based noise resilient algorithm for periodicity detection in time series databases.
Appl. Intell., 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Panel title: Critical need for funding of basic and applied research in large-scale computing.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
A novel client-based approach for signing and checking web forms by using XML against DoS attacks.
Proceedings of the iiWAS'2010, 2010
Proceedings of the iiWAS'2010, 2010
Adaptive query processing in data stream management systems under limited memory resources.
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Network modeling of RNA secondary structures based on integrative randomized clustering.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010
2009
Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction.
Proceedings of the Innovations in Swarm Intelligence, 2009
Proceedings of the Innovations in Swarm Intelligence, 2009
Wirel. Networks, 2009
Web Intell. Agent Syst., 2009
Informatica (Slovenia), 2009
Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences.
Int. J. Neural Syst., 2009
Int. J. Inf. Decis. Sci., 2009
Int. J. Grid Util. Comput., 2009
Cancer class prediction: Two stage clustering approach to identify informative genes.
Intell. Data Anal., 2009
Expert Syst. Appl., 2009
Representative transcript sets for evaluating a translational initiation sites predictor.
BMC Bioinform., 2009
Bioinform., 2009
Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer.
Appl. Intell., 2009
Proceedings of the 13th International Conference on Information Visualisation, 2009
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009
Proceedings of the iiWAS'2009, 2009
Proceedings of the iiWAS'2009, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009
A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments.
Proceedings of the Data Mining and Multi-agent Integration, 2009
2008
Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008
Employing Clustering Techniques for Automatic Information Extraction From HTML Documents.
IEEE Trans. Syst. Man Cybern. Part C, 2008
Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis.
J. Multiple Valued Log. Soft Comput., 2008
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining.
J. Intell. Inf. Syst., 2008
Int. J. Data Warehous. Min., 2008
CARSVM: A class association rule-based classification framework and its application to gene expression data.
Artif. Intell. Medicine, 2008
Appl. Intell., 2008
Appl. Artif. Intell., 2008
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008
Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Effectiveness of Machine Learning Techniques for Automated Identification of Calling Communities.
Proceedings of the 12th International Conference on Information Visualisation, 2008
Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
Proceedings of the iiWAS'2008, 2008
Proceedings of the iiWAS'2008, 2008
A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers.
Proceedings of the ICEIS 2008, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Predicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008
Combining multiple types of biological data in constraint-based learning of gene regulatory networks.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008
Proceedings of the Bioinformatics Research and Development, 2008
Effectiveness of Applying Codon Usage Bias for Translational Initiation Sites Prediction.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening.
J. Netw. Comput. Appl., 2007
Utilising Neural Network and Support Vector Machine for gene Expression Classification.
J. Inf. Knowl. Manag., 2007
High performance computing for spatial outliers detection using parallel wavelet transform.
Intell. Data Anal., 2007
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007
Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
XML schema structural equivalence.
Proceedings of the ICEIS 2007, 2007
Simplified query construction - queries made as easy as possible.
Proceedings of the ICEIS 2007, 2007
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007
Performance Analysis of a Replica Selection Strategy in Grid Environment Tuned with Replica Placement Decisions.
Proceedings of the 2007 International Conference on Grid Computing & Applications, 2007
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007
2006
A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2006
J. Intell. Inf. Syst., 2006
Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering.
Intell. Data Anal., 2006
Intell. Data Anal., 2006
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining.
Appl. Intell., 2006
VIREX: Interactive Approach for Database Querying and Integration by Re-engineering Relational Data into XML.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006
Classification by Multi-Perspective Representation Method.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006
Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks.
Proceedings of the Computer and Information Sciences, 2006
Effective Clustering of High-Dimensional Data.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006
Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns in Dynamic Databases.
Proceedings of the Advances in Applied Artificial Intelligence, 2006
Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Effective Classification by Integrating Support Vector Machine and Association Rule Mining.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Efficient Mechanism for Handling Materialized XML Views.
Proceedings of the ICEIS 2006, 2006
Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format.
Proceedings of the ICEIS 2006, 2006
Proceedings of the Advances in Grid and Pervasive Computing, 2006
Learning by Automatic Option Discovery from Conditionally Terminating Sequences.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006
Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm.
Proceedings of the 2006 International Conference on Data Mining, 2006
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006
Proceedings of the Advances in Information Systems, 4th International Conference, 2006
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process.
IEEE Trans. Syst. Man Cybern. Part C, 2005
Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems.
IEEE Trans. Syst. Man Cybern. Part B, 2005
IEEE Trans. Syst. Man Cybern. Part A, 2005
Co-operation framework of case-based reasoning agents for automated product recommendation.
J. Exp. Theor. Artif. Intell., 2005
Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering.
Informatica (Slovenia), 2005
Fuzzy Sets Syst., 2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Mining web content outliers using structure oriented weighting techniques and N-grams.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Maintaining Knowledge-Bases of Navigational Patterns from Streams of Navigational Sequences.
Proceedings of the 15th International Workshop on Research Issues in Data Engineering (RIDE-SDMA 2005), 2005
Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the Computer and Information Sciences, 2005
Proceedings of the 10th IEEE Symposium on Computers and Communications (ISCC 2005), 2005
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005
Selection Mechanism for Locating Relevant Structured Databases in Multidatabase Environment.
Proceedings of the iiWAS'2005, 2005
Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Visual interface for online watching of frequent itemset generation in Apriori and Eclat.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Effective data mining by integrating genetic algorithm into the data preprocessing phase.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph.
Proceedings of the ICEIS 2005, 2005
Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining.
Proceedings of the ICEIS 2005, 2005
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005
Intrusion detection: a novel approach that combines boosting genetic fuzzy classifier and data mining techniques.
Proceedings of the Data Mining, 2005
Proceedings of the Data Warehousing and Knowledge Discovery, 2005
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005
Proceedings of the 4th IEEE International Conference on Cognitive Informatics (ICCI 2005), 2005
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005
2004
Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems.
IEEE Trans. Syst. Man Cybern. Part B, 2004
SIGecom Exch., 2004
Simplified access to structured databases by adapting keyword search and database selection.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
Proceedings of the Computer and Information Sciences, 2004
Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining.
Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
Proceedings of the IEEE/ACS International Conference on Pervasive Services (ICPS'04), 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Converting Legacy Relational Database into XML Database through Reverse Engineering.
Proceedings of the ICEIS 2004, 2004
An Efficient Framework for Iterative Time-Series Trend Mining.
Proceedings of the ICEIS 2004, 2004
Conv2XML: Relational Schema Conversion to XML Nested-Based Schema.
Proceedings of the ICEIS 2004, 2004
Automated Product Recommendation by Employing Case-Based Reasoning Agents.
Proceedings of the ICEIS 2004, 2004
ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004
Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004
Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network.
Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004
Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data.
Proceedings of the Advances in Information Systems, Third International Conference, 2004
2003
Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals.
J. Exp. Theor. Artif. Intell., 2003
Inf. Syst., 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003
Proceedings of the Computer and Information Sciences, 2003
Database Selection and Keyword Search of Structured Databases: Powerful Search for Naive Users.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003
Attraction - A Global Affinity Measure for Database Vertical Partitioning.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003
A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Employing OLAP Mining for Multiagent Reinforcement Learning.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002
2001
J. Exp. Theor. Artif. Intell., 2001
Semantic information-based alternative plan generation for multiple query optimization.
Inf. Sci., 2001
Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data.
Proceedings of the Eighth Working Conference on Reverse Engineering, 2001
Transferring database contents from a conventional information systemto a corresponding existing object oriented information system.
Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001
2000
IEEE Trans. Syst. Man Cybern. Part C, 2000
J. Inf. Sci. Eng., 2000
J. Database Manag., 2000
Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals.
Proceedings of the IEEE International Conference on Systems, 2000
Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy.
Proceedings of the Applied Computing 2000, 2000
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000
1999
Inf. Sci., 1999
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999
Proceedings of the Advances in Conceptual Modeling: ER '99 Workshops on Evolution and Change in Data Management, 1999
A Model that Simplifies the Coding of a Group of Object-Oriented Complex Queries.
Proceedings of the Advances in Databases and Information Systems, 1999
1998
Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases.
Inf. Sci., 1998
1996
Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996
1994
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994
1993
A Query model and an object algebra for object oriented database (Nesnesel veri tabanları için sorgulama modeli ve nesnesel cebir)
PhD thesis, 1993
Inf. Softw. Technol., 1993
A Formal Object-Oriented Query Model and an Algebra.
Proceedings of the Advances in Object-Oriented Database Systems, 1993
Proceedings of the Ninth International Conference on Data Engineering, 1993
1992
Proceedings of the Information and Knowledge Management, 1992