Reda Alhajj

According to our database1, Reda Alhajj authored at least 443 papers between 1992 and 2022.

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Bibliography

2022
AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray.
CoRR, 2022

2021
Human action recognition approaches with video datasets - A survey.
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

Integrated framework for criminal network extraction from Web.
J. Inf. Sci., 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

H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Hot topic detection and evaluation of multi-relation effects.
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

Detecting spam tweets using machine learning and effective preprocessing.
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

Driver Drowsiness Detection by Employing CNN and Dlib.
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

Recent Trends in Emotion Analysis: A Big Data Analysis Perspective.
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

Recommender System for Items in Dota 2.
IEEE Trans. Games, 2019

CutESC: Cutting edge spatial clustering technique based on proximity graphs.
Pattern Recognit., 2019

Emotion and sentiment analysis from Twitter text.
J. Comput. Sci., 2019

Effective induction of gene regulatory networks using a novel recommendation method.
Int. J. Data Min. Bioinform., 2019

Glaucoma detection using image processing techniques: A literature review.
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

Multivariate motif detection in local weather big data.
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
Dynamic Pattern Detection for Big Data Stream Analytics.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

Timelines of Prostate Cancer Biomarkers.
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

Combining Feature Extraction and Clustering for Better Face Recognition.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

Emotion detection from text and speech: a survey.
Soc. Netw. Anal. Min., 2018

Integrating flexibility and fuzziness into a question driven query model.
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

Periodicity detection in turkish stock market.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Advanced Technology and Social Media Influence on Research, Industry and Community.
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

A Paper Recommendation System Based on User's Research Interests.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Link Prediction by Network Analysis.
Proceedings of the Prediction and Inference from Social Networks and Social Media, 2017

Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Complex networks driven salient region detection based on superpixel segmentation.
Pattern Recognit., 2017

Prediction Model of School Readiness.
J. Inf. Knowl. Manag., 2017

Advanced Network Data Analytics for Large-Scale DDoS Attack Detection.
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

An Effective LmRMR for Financial Variable Selection and its Applications.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics Analytics.
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

A novel multi-objective genetic algorithm for multiple sequence alignment.
Int. J. Data Min. Bioinform., 2016

Effective gene expression data generation framework based on multi-model approach.
Artif. Intell. Medicine, 2016

Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays.
Appl. Intell., 2016

Making recommendations by integrating information from multiple social networks.
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

Classification of HIV data by constructing a social network with frequent itemsets.
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
Social Network Analysis for Biometric Template Protection.
Proceedings of the Applications of Social Media and Social Network Analysis, 2015

Computational Aspects of Social Network Analysis.
Sci. Program., 2015

Verification of lack of emergent behavior in extending a social network of agents.
Soc. Netw. Anal. Min., 2015

Approximating the maximum common subgraph isomorphism problem with a weighted graph.
Knowl. Based Syst., 2015

On personalizing Web search using social network analysis.
Inf. Sci., 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

Integrating multiple sources of genomic data by multiplex network reconstruction.
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

Modeling Individuals and Making Recommendations Using Multiple Social Networks.
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

Time Frame based Link Prediction in Directed Citation Networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Decision Fusion for Multimodal Biometrics Using Social Network Analysis.
IEEE Trans. Syst. Man Cybern. Syst., 2014

A Framework for Periodic Outlier Pattern Detection in Time-Series Sequences.
IEEE Trans. Cybern., 2014

Social media analysis and summarization for opinion mining: a business case study.
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

Log based business process engineering using fuzzy web service discovery.
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

Evaluating predictive performance of network biomarkers with network structures.
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

Analyzing very large time series using suffix arrays.
Appl. Intell., 2014

Early DDoS Detection Based on Data Mining Techniques.
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

Data integration and clustering for real time crash prediction.
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

Fast Frequent Pattern Detection Using Prime Numbers.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Multi-objective optimization based location and social network aware recommendation.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Adaptive multi-stream score fusion for illumination invariant face recognition.
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
Integrating Online Social Network Analysis in Personalized Web Search.
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013

Detecting Emergent Behavior in a Social Network of Agents.
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013

Estimating the Importance of Terrorists in a Terror Network.
Proceedings of the Mining Social Networks and Security Informatics, 2013

Developing a Hybrid Framework for a Web-Page Recommender System.
Proceedings of the Mining Social Networks and Security Informatics, 2013

Effective web log mining and online navigational pattern prediction.
Knowl. Based Syst., 2013

Out-of-core detection of periodicity from sequence databases.
Knowl. Inf. Syst., 2013

Effectiveness of template detection on noise reduction and websites summarization.
Inf. Sci., 2013

Subtree selection in kernels for graph classification.
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

MCF: A tool to find multi-scale community profiles in biological networks.
Comput. Methods Programs Biomed., 2013

Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures.
BMC Bioinform., 2013

Parse tree based approach for processing XML streams.
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

Analyzing the scalability of a social network of agents.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Combining information extraction and text mining for cancer biomarker detection.
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

Network Modeling and Analysis in Health Informatics and Bioinformatics Journal.
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

TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML.
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

Periodic pattern analysis of non-uniformly sampled stock market data.
Intell. Data Anal., 2012

Functional characterization of drug-protein interactions network.
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

Finding Hidden Nodes by Checking for Missing Nodes against Past Social Networks.
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Periodicity data mining in time series using Suffix Arrays.
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

Electronic medical referral system: Decision support and recommendation approach.
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

Partially Observable Gene Regulatory Network Control without a Boundary on Horizon.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Effective Enrichment of Gene Expression Data Sets.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

AskFuzzy: Attractive Visual Fuzzy Query Builder.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Identifying cancer biomarkers by knowledge discovery from medical literature.
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

Stock Market Investment Advice: A Social Network Approach.
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

Efficient Periodicity Mining in Time Series Databases Using Suffix Trees.
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

Introduction to the first issue of Social Network Analysis and Mining journal.
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

Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees.
J. Intell. Inf. Syst., 2011

Harvesting covert networks: a case study of the iMiner database.
Int. J. Netw. Virtual Organisations, 2011

A fuzzy prediction model for calling communities.
Int. J. Netw. Virtual Organisations, 2011

Discovering cancer biomarkers: from DNA to communities of genes.
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

Mining sequential patterns with extensible knowledge representation.
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

Stock Investment Decision Making: A Social Network Approach.
Proceedings of the Emerging Intelligent Technologies in Industry, 2011

Research 2.0: Research-supporting features of World Wide Web.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Association rules mining based approach for Web usage mining.
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

From Fuzzy Association Rule Mining to Effective Classification Framework.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

NetDriller: A Powerful Social Network Analysis Tool.
Proceedings of the Data Mining Workshops (ICDMW), 2011

The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

On the Social Aspects of Personalized Ranking for Web Services.
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

A Hybrid Framework for Building a Web-Page Recommender System.
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
Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML.
Proceedings of the Soft Computing in XML Data Management, 2010

Attractive Interface for XML: Convincing Naive Users to Go Online.
Proceedings of the Soft Computing in XML Data Management, 2010

Employing Social Network Construction and Analysis in Web Structure Optimization.
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010

Social Networks: A Powerful Model for Serving a Wide Range of Domains.
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

Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization.
Proceedings of the Data Mining for Social Network Data, 2010

Automated Large-Scale Control of Gene Regulatory Networks.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Improving reinforcement learning by using sequence trees.
Mach. Learn., 2010

Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space.
Knowl. Inf. Syst., 2010

Fuzzy clustering-based discretization for gene expression classification.
Knowl. Inf. Syst., 2010

VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML.
J. Intell. Inf. Syst., 2010

XML materialized views and schema evolution in VIREX.
Inf. Sci., 2010

Semi-Supervised Dynamic Classification for Intrusion Detection.
Int. J. Softw. Eng. Knowl. Eng., 2010

Guest Editors' Introduction.
Int. J. Softw. Eng. Knowl. Eng., 2010

Effectiveness of optimal incremental multi-step nearest neighbor search.
Expert Syst. Appl., 2010

Skyline queries with constraints: Integrating skyline and traditional query operators.
Data Knowl. Eng., 2010

Scalable approach for effective control of gene regulatory networks.
Artif. Intell. Medicine, 2010

STNR: A suffix tree based noise resilient algorithm for periodicity detection in time series databases.
Appl. Intell., 2010

The power of genetic algorithm in automated assessment of school readiness.
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

Heuristic based approach to clustering and its time critical applications.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Message from Program Co-Chairs.
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

Mapping rules for converting from ODL to XML schemas.
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

Feature selection for graph kernels.
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

Community Aware Personalized Web Search.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

A Global Measure for Estimating the Degree of Organization of Terrorist Networks.
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

Identifying Disease-Related Biomarkers by Studying Social Networks of Genes.
Proceedings of the Innovations in Swarm Intelligence, 2009

Dynamic cache invalidation scheme for wireless mobile environments.
Wirel. Networks, 2009

Wrapping VRXQuery with self-adaptive fuzzy capabilities.
Web Intell. Agent Syst., 2009

Two-Way Mapping between Object-Oriented Databases and XML.
Informatica (Slovenia), 2009

Special Issue on Information Reuse and Integration.
Informatica (Slovenia), 2009

Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences.
Int. J. Neural Syst., 2009

Data modelling for effective data warehouse architecture and design.
Int. J. Inf. Decis. Sci., 2009

Performance evaluation of different replica placement algorithms.
Int. J. Grid Util. Comput., 2009

Cancer class prediction: Two stage clustering approach to identify informative genes.
Intell. Data Anal., 2009

Calling communities analysis and identification using machine learning techniques.
Expert Syst. Appl., 2009

Representative transcript sets for evaluating a translational initiation sites predictor.
BMC Bioinform., 2009

Adaptive multi-agent architecture for functional sequence motifs recognition.
Bioinform., 2009

Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer.
Appl. Intell., 2009

Fraudulent and malicious sites on the web.
Appl. Intell., 2009

DRFP-tree: disk-resident frequent pattern tree.
Appl. Intell., 2009

Identifying Social Communities by Frequent Pattern Mining.
Proceedings of the 13th International Conference on Information Visualisation, 2009

Set-based approach in mining sequential patterns.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

A New Framework for an Adaptive Classifier Model.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Modeling Knowledge Discovery in Financial Forecasting.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Data governance strategy: a key issue in building Enterprise Data Warehouse.
Proceedings of the iiWAS'2009, 2009

Mining online shopping patterns and communities.
Proceedings of the iiWAS'2009, 2009

Text summarization techniques: SVM versus neural networks.
Proceedings of the iiWAS'2009, 2009

Fuzzy Query Model for XML Documents.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Fourier Transform Based Spatial Outlier Mining.
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

Multiagent Approach for Identifying Cancer Biomarkers.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

The Economic Benefts of Web Mining.
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
Alternative Method for Incrementally Constructing the FP-Tree.
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

Replica selection strategies in data grid.
J. Parallel Distributed Comput., 2008

Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining.
J. Intell. Inf. Syst., 2008

Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes.
Int. J. Data Warehous. Min., 2008

Replica Placement Strategies in Data Grid.
J. Grid Comput., 2008

CARSVM: A class association rule-based classification framework and its application to gene expression data.
Artif. Intell. Medicine, 2008

Online mining of fuzzy multidimensional weighted association rules.
Appl. Intell., 2008

Effectiveness of Support Vector Machine for Crime Hot-Spots Prediction.
Appl. Artif. Intell., 2008

A Dynamic Ontology Mapping Architecture for a Grid Database System.
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

Panel: The role of information search and retrieval in economic stimulation.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Data warehouse architecture and design.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Reengineering XML into object-oriented database.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Fuzzy querying of nested XML.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Data warehouse architecture for GIS applications.
Proceedings of the iiWAS'2008, 2008

Flexible approach for representing object oriented databases in XML format.
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

An Adaptive Multi-agent System for Continuous Learning of Streaming Data.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Optimal incremental multi-step nearest-neighbor search.
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

Motif Location Prediction by Divide and Conquer.
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
Positive Impact of State Similarity on Reinforcement Learning Performance.
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

Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Transforming Object-Oriented Databases into XML.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

State Similarity Based Approach for Improving Performance in RL.
Proceedings of the IJCAI 2007, 2007

Semantic Interoperability Between Relational Database Systems.
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

Optimizing Web Structures Using Web Mining Techniques.
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

A parallel multi-scale region outlier mining algorithm for meteorological data.
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

Fuzzy Classifier Based Feature Reduction for Better Gene Selection.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Study of Different Replica Placement and Maintenance Strategies in Data Grid.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

A Predictive Technique for Replica Selection in Grid Environment.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

Multi-agent System for Translation Initiation Site Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

Feature Reduction for Gene Regulatory Network Control.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Effectiveness of Multi-Perspective Representation Scheme on Support Vector Machines.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

WaveQ: Combining Wavelet Analysis and Clustering for Effective Image Retrieval.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

ClusTex: Information Extraction from HTML Pages.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Application of Double Clustering to Gene Expression Data for Class Prediction.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Attractive Feature Reduction Approach for Colon Data Classification.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Enhanced Graph Based Genealogical Record Linkage.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006
VIREX: visual relational to XML conversion tool.
J. Vis. Lang. Comput., 2006

A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2006

Genetic algorithms based approach to database vertical partition.
J. Intell. Inf. Syst., 2006

Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering.
Intell. Data Anal., 2006

A comprehensive survey of numeric and symbolic outlier mining techniques.
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

An adaptive energy efficient cache invalidation scheme for mobile databases.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Incorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules.
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

Effectiveness of Considering State Similarity for Reinforcement Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Improving the Graph-Based Image Segmentation Method.
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

Effective Dynamic Replica Maintenance Algorithm for the Grid Environment.
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

Support Vector Machine Approach for Fast Classification.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

Replica Placement Design with Static Optimality and Dynamic Maintainability.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

RDB2ONT: A Tool for Generating OWL Ontologies From Relational Database Systems.
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006

Crime Hot-Spots Prediction Using Support Vector Machine.
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

Association-Rules Mining Based Broadcasting Approach for XML Data.
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

RA: An XML Schema Reduction Algorithm.
Proceedings of the ADBIS 2006, 2006

2005
Views as first-class citizens in object-oriented databases.
VLDB J., 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

Multiagents to Separating Handwritten Connected Digits.
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

Web outlier mining: Discovering outliers from web datasets.
Intell. Data Anal., 2005

Genetic algorithm based framework for mining fuzzy association rules.
Fuzzy Sets Syst., 2005

Finding differentially expressed genes for pattern generation.
Bioinform., 2005

Cluster Validity Analysis of Alternative Results from Multi-Objective Optimization.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Replica selection in grid environment: a data-mining approach.
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

Replica Placement in Data Grid: Considering Utility and Risk.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

Effective Clustering by Iterative Approach.
Proceedings of the Computer and Information Sciences, 2005

WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents.
Proceedings of the 10th IEEE Symposium on Computers and Communications (ISCC 2005), 2005

Hybrid approach for predicting the behavior of Web users.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

XML views based approach for Web services.
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

Mining Job Logs Using Incremental Attribute-Oriented Approach.
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

Novel Approach for Reengineering Relational Databases into XML.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

Replica Placement in Data Grid: A Multi-objective Approach.
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

Hybrid Approach to Web Content Outlier Mining Without Query Vector.
Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Multiagent Association Rules Mining in Cooperative Learning Systems.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

Cognitive information fusion of georeferenced data for tactical applications.
Proceedings of the 4th IEEE International Conference on Cognitive Informatics (ICCI 2005), 2005

Proper Placement of Derived Classes in the Class Hierarchy.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

Converting a Legacy Database to Object-Oriented Database.
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

A framework for representing navigational patterns as full temporal objects.
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

ConvRel: relationship conversion to XML nested structures.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Framework for mining web content outliers.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Finding differentially expressed genes: pattern generation using Q-values.
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

Mining User Navigational Patterns in Dynamically Changing Environments.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Query Builder: A Natural Language Interface for Structured Databases.
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

Synchronization of Mobile XML Databases by Utilizing Deferred Views.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Data Stream Mining Architecture for Network Intrusion Detection.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Predicting the Performance of GridFTP Transfers.
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

Hybrid Cache Invalidation Schemes in Mobile Environments.
Proceedings of the IEEE/ACS International Conference on Pervasive Services (ICPS'04), 2004

Multi-dimensional sequential web mining by utilizing fuzzy interferencing.
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

Flexible User Interface for Converting Relational Data into XML.
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
Segmentation of connected handwritten numeral strings.
Pattern Recognit., 2003

Rule-based schema evolution in object-oriented databases.
Knowl. Based Syst., 2003

Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals.
J. Exp. Theor. Artif. Intell., 2003

Extracting the extended entity-relationship model from a legacy relational database.
Inf. Syst., 2003

Cluster validity analysis using subsampling.
Proceedings of the IEEE International Conference on Systems, 2003

Integrating Fuzziness with OLAP Association Rules Mining.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

Online Mining of Weighted Fuzzy Association Rules.
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

Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

A Novel Approach to Separate Handwritten Connected Digits.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining.
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

Efficient Automated Mining of Fuzzy Association Rules.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

2001
Term rewriting and its application to recognizing handwritten Hindu numerals.
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
Multiagent reinforcement learning using function approximation.
IEEE Trans. Syst. Man Cybern. Part C, 2000

An Object-Oriented Query Model: An Algebraic Approach With Closure.
J. Inf. Sci. Eng., 2000

Simplifying the Formulation of a Wide Range of Object-Oriented Complex Queries.
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

Function approximation based multi-agent reinforcement learning.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Deciding on the Equivalence of a Relational Schema and and Object-Oriented Schema.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

1999
A multi-agent tuple-space based problem solving framework.
J. Syst. Softw., 1999

Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries.
Inf. Sci., 1999

Incremental Materialization of Object-Oriented Views.
Data Knowl. Eng., 1999

A Model for Deferred View Maintenance.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

Documenting Legacy Relational Databases.
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

Incrementalk View Maintenance in Object-Oriented Databases.
Data Base, 1998

1996
View Maintenance in Object-Oriented Databases.
Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996

1994
Closure Maintenance in An Object-Oriented Query Model.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

1993
Object-oriented query language facilitating construction of new objects.
Inf. Softw. Technol., 1993

An Object Algebra for Object-Oriented Database Systems.
Data Base, 1993

A Formal Object-Oriented Query Model and an Algebra.
Proceedings of the Advances in Object-Oriented Database Systems, 1993

A Query Model for Object-Oriented Databases.
Proceedings of the Ninth International Conference on Data Engineering, 1993

1992
Queries in Object-Oriented Database Systems.
Proceedings of the Information and Knowledge Management, 1992


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