Richi Nayak

According to our database1, Richi Nayak authored at least 163 papers between 2002 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach.
IEEE Trans. Comput. Social Systems, 2019

2018
Fine-grained document clustering via ranking and its application to social media analytics.
Social Netw. Analys. Mining, 2018

A Novel Technique of Using Coupled Matrix and Greedy Coordinate Descent for Multi-view Data Representation.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

An Efficient Ranking-Centered Density-Based Document Clustering Method.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining.
Proceedings of the Machine Learning, Optimization, and Data Science, 2018

A Concise Social Network Representation with Flow Hierarchy Using Frequent Interactions.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Corpus-Based Augmented Media Posts with Density-Based Clustering for Community Detection.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Contextual Anomaly Detection in Spatio-Temporal Data Using Locally Dense Regions.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Organizing Visions in Online Social Networks: The Role of Community Heterogeneity and Real-time Engagement.
Proceedings of the International Conference on Information Systems, 2018

Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Learning Association Relationship and Accurate Geometric Structures for Multi-Type Relational Data.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

An Approach to Compress and Represents Time Series Data and Its Application in Electric Power Utilities.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Misogynistic Tweet Detection: Modelling CNN with Small Datasets.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Discovering Influence Hierarchy Based on Frequent Social Interactions.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

A Novel Database Exploitation Detection and Privilege Control System Using Data Mining.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

A Novel Load Forecasting System Leveraging Database Technology.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2017
Spatial Information Recognition in Web Documents Using a Semi-supervised Machine Learning Method.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Efficient mining of discriminative itemsets.
Proceedings of the International Conference on Web Intelligence, 2017

Identifying Points of Interest for Elderly in Singapore through Mobile Crowdsensing.
Proceedings of the SMARTGREENS 2017, 2017

Extracting point of interest and classifying environment for low sampling crowd sensing smartphone sensor data.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Using web services to fuse remote sensing and multimedia data repositories.
Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016
How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

WIMBY: What's in My Backyard?
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Introducing the Sky and the Social Eye.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Efficient Feature Selection and Nearest Neighbour Search for Hyperspectral Image Classification.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Using parallel hierarchical clustering to address spatial big data challenges.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
Injury narrative text classification using factorization model.
BMC Med. Inf. & Decision Making, 2015

Parallel Streaming Signature EM-tree: A Clustering Algorithm for Web Scale Applications.
Proceedings of the 24th International Conference on World Wide Web, 2015

Semi-supervised Document Clustering via Loci.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

FreeS: A Fast Algorithm to Discover Frequent Free Subtrees Using a Novel Canonical Form.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Do-Rank: DCG Optimization for Learning-to-Rank in Tag-Based Item Recommendation Systems.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Robust clustering of multi-type relational data via a heterogeneous manifold ensemble.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Understanding People Relationship: Analysis of Digitised Historical Newspaper Articles.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

Finding Within-Organisation Spatial Information on the Web.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014
A people-to-people matching system using graph mining techniques.
World Wide Web, 2014

Tensor-based item recommendation using probabilistic ranking in social tagging systems.
Proceedings of the 23rd International World Wide Web Conference, 2014

Mining Discriminative Itemsets in Data Streams.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

BOSTER: An Efficient Algorithm for Mining Frequent Unordered Induced Subtrees.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

A Two-Stage Item Recommendation Method Using Probabilistic Ranking with Reconstructed Tensor Model.
Proceedings of the User Modeling, Adaptation, and Personalization, 2014

BEST: An Efficient Algorithm for Mining Frequent Unordered Embedded Subtrees.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Ranking Based Clustering for Social Event Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection.
Proceedings of the Database Systems for Advanced Applications, 2014

Clustering and Labeling a Web Scale Document Collection using Wikipedia clusters.
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014

Two-way Recommendation Methods for Social Networks.
Proceedings of the 7th Workshop on Ph.D Students, 2014

Injury Narrative Text Classification: A Preliminary Study.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

A Case Study of Utilising Concept Knowledge in a Topic Specific Document Collection.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Detecting Digital Newspaper Duplicates with Focus on eliminating OCR errors.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

An Efficient Tagging Data Interpretation and Representation Scheme for Item Recommendation.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Identifying Product Families Using Data Mining Techniques in Manufacturing Paradigm.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

2013
A data analytics case study assessing factors affecting pavement deflection values.
IJBIDM, 2013

The Heterogeneous Cluster Ensemble Method Using Hubness for Clustering Text Documents.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A Novel Method for Finding Similarities between Unordered Trees Using Matrix Data Model.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A Reciprocal Collaborative Method Using Relevance Feedback and Feature Importance.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

A Recommendation Approach Dealing with Multiple Market Segments.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

A semi-supervised graph-based algorithm for detecting outliers in online-social-networks.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Users segmentations for recommendation.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

ADMRG @ MediaEval 2013 Social Event Detection.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

A data mining driven risk profiling method for road asset management.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A Rule-Based Hybrid Method for Anomaly Detection in Online-Social-Network Graphs.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012
Leveraging the network information for evaluating answer quality in a collaborative question answering portal.
Social Netw. Analys. Mining, 2012

Discovering interesting information with advances in web technology.
SIGKDD Explorations, 2012

Analyzing the Effectiveness of Graph Metrics for Anomaly Detection in Online Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

A people-to-people recommendation system using tensor space models.
Proceedings of the ACM Symposium on Applied Computing, 2012

A common neighbour based two-way collaborative recommendation method.
Proceedings of the ACM Symposium on Applied Computing, 2012

A data analytics application assessing pavement deflection factors for a road network.
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services, IIWAS '12, Bali, Indonesia, 2012

Grouping people in social networks using a weighted multi-constraints clustering method.
Proceedings of the FUZZ-IEEE 2012, 2012

Finding additional semantic entity information for search engines.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

2011
Report on INEX 2010.
SIGIR Forum, 2011

Personalised search - a hybrid approach for web information retrieval and its evaluation.
I. J. Knowledge and Web Intelligence, 2011

XML data clustering: An overview.
ACM Comput. Surv., 2011

Improving web database search incorporating users query information.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Utilizing Past Relations and User Similarities in a Social Matching System.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

XML Documents Clustering Using a Tensor Space Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

The hidden web, XML and the Semantic Web: scientific data management perspectives.
Proceedings of the EDBT 2011, 2011

Road crash proneness prediction using data mining.
Proceedings of the EDBT 2011, 2011

Assessment of Cardiovascular Disease Risk Prediction Models: Evaluation Methods.
Proceedings of the Database Systems for Advanced Applications, 2011

Social network analysis of an online dating network.
Proceedings of the Fifth International Conference on Communities and Technologies, 2011

A Recommendation Method for Online Dating Networks Based on Social Relations and Demographic Information.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Finding and Matching Communities in Social Networks Using Data Mining.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Aggregate Distance Based Clustering Using Fibonacci Series-FIBCLUS.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Effective Hybrid Recommendation Combining Users-Searches Correlations Using Tensors.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Improving Matching Process in Social Network Using Implicit and Explicit User Information.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010
Report on INEX 2009.
SIGIR Forum, 2010

Element similarity measures in XML schema matching.
Inf. Sci., 2010

A Hybrid Approach of Personalized Web Information Retrieval.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Semantics-Based Web Service Discovery Using Information Retrieval Techniques.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Theoretical Model of User Acceptance: In the View of Measuring Success in Web Personalization.
Proceedings of the Human-Computer Interaction - Second IFIP TC 13 Symposium, 2010

Combining Schema and Level-Based Matching for Web Service Discovery.
Proceedings of the Web Engineering, 10th International Conference, 2010

Recommender System Framework Using Clustering and Collaborative Filtering.
Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

A Social Matching System for an Online Dating Network: A Preliminary Study.
Proceedings of the ICDMW 2010, 2010

XML Documents Clustering Using Tensor Space Model -- A Preliminary Study.
Proceedings of the ICDMW 2010, 2010

Improving Matching Process in Social Network.
Proceedings of the ICDMW 2010, 2010

Connecting users and items with weighted tags for personalized item recommendations.
Proceedings of the HT'10, 2010

Personalized recommender system based on item taxonomy and folksonomy.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Evaluation of a hybrid approach of personalized web information retrieval using the FIRE data set.
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

2009
Discovering Knowledge from XML Documents.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Generating rules with predicates, terms and variables from the pruned neural networks.
Neural Networks, 2009

Personalized Recommender Systems Integrating Social Tags and Item Taxonomy.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Tag Based Collaborative Filtering for Recommender Systems.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Thai Word Segmentation with Hidden Markov Model and Decision Tree.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

XML Schema Element Similarity Measures: A Schema Matching Context.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009, 2009

Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents.
Proceedings of the Focused Retrieval and Evaluation, 2009

Utilising Semantic Tags in XML Clustering.
Proceedings of the Focused Retrieval and Evaluation, 2009

HCX: an efficient hybrid clustering approach for XML documents.
Proceedings of the 2009 ACM Symposium on Document Engineering, 2009

Knowledge Discovery over the Deep Web, Semantic Web and XML.
Proceedings of the Database Systems for Advanced Applications, 2009

XCFS: an XML documents clustering approach using both the structure and the content.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Towards Information Enrichment through Recommendation Sharing.
Proceedings of the Data Mining and Multi-agent Integration, 2009

2008
Fast and effective clustering of XML data using structural information.
Knowl. Inf. Syst., 2008

A knowledge retrieval model using ontology mining and user profiling.
Integrated Computer-Aided Engineering, 2008

Improving Web Service Discovery by Using Semantic Models.
Proceedings of the Web Information Systems Engineering, 2008

An Ontology-Based Framework for Knowledge Retrieval.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Expertise Analysis in a Question Answer Portal for Author Ranking.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Utilizing the Structure and Content Information for XML Document Clustering.
Proceedings of the Advances in Focused Retrieval, 2008

Clustering XML Documents Using Frequent Subtrees.
Proceedings of the Advances in Focused Retrieval, 2008

Link-the-Wiki: Performance Evaluation Based on Frequent Phrases.
Proceedings of the Advances in Focused Retrieval, 2008

Exploiting Item Taxonomy for Solving Cold-Start Problem in Recommendation Making.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Improve Recommendation Quality with Item Taxonomic Information.
Proceedings of the Enterprise Information Systems, 10th International Conference, 2008

An Efficient Neighbourhood Estimation Technique for Making Recommendations.
Proceedings of the Enterprise Information Systems, 10th International Conference, 2008

Efficient Neighbourhood Estimation for Recommendation Making.
Proceedings of the ICEIS 2008, 2008

Web Information Recommendation Making Based on Item Taxonomy.
Proceedings of the ICEIS 2008, 2008

Collaborative Filtering Recommender Systems Using Tag Information.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

A User Driven Data Mining Process Model and Learning System.
Proceedings of the Database Systems for Advanced Applications, 2008

An Interactive Predictive Data Mining System for Informed Decision.
Proceedings of the Database Systems for Advanced Applications, 2008

Combining Structure and Content Similarities for XML Document Clustering.
Proceedings of the Data Mining and Analytics 2008, 2008

Clustering and Classification of Maintenance Logs using Text Data Mining.
Proceedings of the Data Mining and Analytics 2008, 2008

2007
Mining world knowledge for analysis of search engine content.
Web Intelligence and Agent Systems, 2007

XML schema clustering with semantic and hierarchical similarity measures.
Knowl.-Based Syst., 2007

A Progressive Clustering Algorithm to Group the XML Data by Structural and Semantic Similarity.
IJPRAI, 2007

Ontology Mining for PersonalizedWeb Information Gathering.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Web Service Discovery with additional Semantics and Clustering.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Ontology Mining for Semantic Interpretation of Information Needs.
Proceedings of the Knowledge Science, 2007

Document Clustering Using Incremental and Pairwise Approaches.
Proceedings of the Focused Access to XML Documents, 2007

Clustering XML Documents Using Closed Frequent Subtrees: A Structural Similarity Approach.
Proceedings of the Focused Access to XML Documents, 2007

Improving Recommendation Novelty Based on Topic Taxonomy.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

A Novel Cluster Center Estimation Algorithm with Hybrid Partitional Clustering.
Proceedings of the 2007 International Conference on Data Mining, 2007

The Use of Various Data Mining and Feature Selection Methods in the Analysis of a Population Survey Dataset.
Proceedings of the Integrating Artificial Intelligence and Data Mining, 2007

Temporal Pattern Matching for the Prediction of Stock Prices.
Proceedings of the Integrating Artificial Intelligence and Data Mining, 2007

PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees.
Proceedings of the Data Mining and Analytics 2007, 2007

A Case Study of Failure Mode Analysis with Text Mining Methods.
Proceedings of the Integrating Artificial Intelligence and Data Mining, 2007

2006
Distributed Recommender Profiling and Selection with Gittins Indices.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Automatically Acquiring Training Sets for Web Information Gathering.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Investigating Semantic Measures in XML Clustering.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Evaluating the Performance of XML Document Clustering by Structure Only.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

Influencing Factors in Achieving Active Ageing.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Use of Data Mining in System Development Life Cycle.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

Data Mining in Conceptualising Active Ageing.
Proceedings of the Data Mining and Analytics 2006, 2006

Data Mining For Lifetime Prediction of Metallic Components.
Proceedings of the Data Mining and Analytics 2006, 2006

XMine: A Methodology for Mining XML Structure.
Proceedings of the Frontiers of WWW Research and Development, 2006

A Fair Peer Selection Algorithm for an Ecommerce-Oriented Distributed Recommender System.
Proceedings of the Advances in Intelligent IT, 2006

A Web data extraction approach to harvesting data from online sources.
Proceedings of the Advances in Intelligent IT, 2006

Process of applying data mining techniques to XML data.
Proceedings of the Advances in Intelligent IT, 2006

2005
A Data Mining Application Analysis of Problems Occurring during a Software Project Development Process.
International Journal of Software Engineering and Knowledge Engineering, 2005

XML Documents Clustering by Structures.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Generating Predicate Rules from Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

An Improvement to Collaborative Filtering for Recommender Systems.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Wireless Technologies to Enable Electronic Business.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

Data Mining and Mobile Business Data.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
Applications of Data Mining in Web Services.
Proceedings of the Web Information Systems, 2004

Automatic integration of Heterogenous XML-schemas.
Proceedings of the iiWAS'2004, 2004

2002
Data Mining and XML Documents.
Proceedings of the International Conference on Internet Computing, 2002


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