Shlomo Geva

Orcid: 0000-0003-1340-2802

Affiliations:
  • Queensland University of Technology


According to our database1, Shlomo Geva authored at least 180 papers between 1990 and 2022.

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Bibliography

2022
DISSparse: Efficient Mining of Discriminative Itemsets.
J. Inf. Knowl. Manag., 2022

2021
Mining discriminative itemsets in data streams using the tilted-time window model.
Knowl. Inf. Syst., 2021

2020
Object Based Remote Sensing Using Sentinel Data.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019
Factorization-based primary dimension modelling for multidimensional data in recommender systems.
Int. J. Mach. Learn. Cybern., 2019

Parallel K-Tree: A multicore, multinode solution to extreme clustering.
Future Gener. Comput. Syst., 2019

High Resolution Change Detection Using Planet Mosaic.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Change Detection over the State of Queensland using High Resolution Planet Satellite Mosaics.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

From XML Retrieval to Semantic Search and Beyond - The INEX, SBS, and MC2 Labs of CLEF 2012-2018.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Rapid analysis of metagenomic data using signature-based clustering.
BMC Bioinform., 2018

TopSig at the SIGIR'eCom 2018 Rakuten Data Challenge.
Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

Linking Patents to Knowledge Sources: A Context Matching Technique using Automatic Patent Classification.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

Rapid hierarchical clustering of biological sequences.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

Protein database search using compressed k-mer vocabularies.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

Unsupervised Mining of Analogical Frames by Constraint Satisfaction.
Proceedings of the Australasian Language Technology Association Workshop 2018, 2018

2017
A greater understanding of social networks privacy requirements: The user perspective.
J. Inf. Secur. Appl., 2017

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

Machine learning for finding bugs: An initial report.
Proceedings of the 2017 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation, 2017

A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Ensemble Methods for the NTCIR-13 NAILS Task.
Proceedings of the 13th NTCIR Conference, 2017

Similarity Projection: A Geometric Measure for Comparison of Biological Sequences.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Signature-based clustering for analysis of the wound microbiome.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Efficient Analogy Completion with Word Embedding Clusters.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

An Initial Study of Anchor Selection in Patent Link Discovery.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

K-Means Clustering of Biological Sequences.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

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

2016
Classification and information management for patent collections: a literature review and some research questions.
Inf. Res., 2016

Improving Retrieval Quality Using Pseudo Relevance Feedback in Content-Based Image Retrieval.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 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 (IEEE BigData 2016), 2016

Effective User Relevance Feedback for Image Retrieval with Image Signatures.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

2015
Privacy architectures in social networks' state-of-the-art survey.
Int. J. Inf. Priv. Secur. Integr., 2015

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

Integrating Tensor Factorization with Neighborhood for Item Recommendation in Multidimensional Context.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Learning Higher-Order Interactions for User and Item Profiling Based on Tensor Factorization.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

An effective Content Based Image Retrieval system based on global representation and multi-level searching.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Content-Based Image (object) Retrieval with Rotational Invariant Bag-of-Visual Words representation.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

Approximate Nearest-Neighbour Search with Inverted Signature Slice Lists.
Proceedings of the Advances in Information Retrieval, 2015

A Signature Approach to Patent Classification.
Proceedings of the Information Retrieval Technology, 2015

TopSig: A Scalable System for Hashing and Retrieving Document Signatures.
Proceedings of the Information Retrieval Technology, 2015

2014
Interestingness Measures for Multi-Level Association Rules.
Proceedings of the Innovations in Intelligent Machines-4, 2014

An evaluation framework for cross-lingual link discovery.
Inf. Process. Manag., 2014

Tablets (iPad) for M-Learning in the Context of Social Constructivism to Institute an Effective Learning Environment.
Int. J. Interact. Mob. Technol., 2014

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

Refining User and Item Profiles based on Multidimensional Data for Top-N Item Recommendation.
Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014

Overview of INEX 2014.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 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

Towards Social Media as a Data Source for Opportunistic Sensor Networking.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

A Multidimensional Collaborative Filtering Fusion Approach with Dimensionality Reduction.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Locality-Sensitive Hashing for Protein Classification.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Tensor Reduction for User Profiling in Personalized Recommender Systems.
Proceedings of the 2014 Australasian Document Computing Symposium, 2014

Towards Universal Search Design.
Proceedings of the 2014 Australasian Document Computing Symposium, 2014

2013
Report on INEX 2013.
SIGIR Forum, 2013

Integrating Collaborative Filtering and Matching-based Search for Product Recommendations.
J. Theor. Appl. Electron. Commer. Res., 2013

NTCIR-10 CrossLink-2 Task: A Link Mining Strategy.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Overview of the NTCIR-10 Cross-Lingual Link Discovery Task.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Social Event Detection at MediaEval 2013: Challenges, Datasets, and Evaluation.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Integrating Time Forgetting Mechanisms into Topic-Based User Interest Profiling.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

What Makes an LMS Effective - A Synthesis of Current Literature.
Proceedings of the CSEDU 2013, 2013

Overview of the INEX 2013 Snippet Retrieval Track.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Working Notes for TopSig at ShARe/CLEF eHealth 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013


Efficient top-k retrieval with signatures.
Proceedings of the Australasian Document Computing Symposium, 2013

2012
Open source information petrieval: a report on the SIGIR 2012 workshop.
SIGIR Forum, 2012

Report on INEX 2011.
SIGIR Forum, 2012

Report on INEX 2012.
SIGIR Forum, 2012

Document Clustering Evaluation: Divergence from a Random Baseline
CoRR, 2012

Overview of the INEX 2012 Snippet Retrieval Track.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Overview of the INEX 2012 Relevance Feedback Track.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Cross-Lingual Knowledge Discovery: Chinese-to-English Article Linking in Wikipedia.
Proceedings of the Information Retrieval Technology, 2012

Pairwise similarity of TopSig document signatures.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

An English-translated parallel corpus for the CJK Wikipedia collections.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

2011
Report on INEX 2010.
SIGIR Forum, 2011

The Effectiveness of Cross-lingual Link Discovery.
Proceedings of the 4th International Workshop on Evaluating Information Access, 2011

Overview of the NTCIR-9 Crosslink Task: Cross-lingual Link Discovery.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Automated Cross-lingual Link Discovery in Wikipedia.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Reports from Other Evaluation Campaigns and Panel Discussion: TREC is 20 Years Old, Where Now for Evaluation Campaigns?
Proceedings of the 4th International Workshop on Evaluating Information Access, 2011

Overview of the INEX 2011 Snippet Retrieval Track.
Proceedings of the Focused Retrieval of Content and Structure, 2011

Overview of the INEX 2011 Relevance Feedback Track.
Proceedings of the Focused Retrieval of Content and Structure, 2011

Integrating Collaborative Filtering and Search-Based Techniques for Personalized Online Product Recommendation.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Integrating Fusion Techniques into the Collaborative Filtering Search-Based Recommender Systems.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Topical and Structural Linkage in Wikipedia.
Proceedings of the Advances in Information Retrieval, 2011

TOPSIG: topology preserving document signatures.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Quo Vadis? Reliable and Practical Rule Extraction from Neural Networks.
Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Report on INEX 2009.
SIGIR Forum, 2010

Current research in focused retrieval and result aggregation.
Inf. Retr., 2010

Random Indexing K-tree
CoRR, 2010

A Recommender System for Infrequent Purchased Products based on User Navigation and Product Review Data.
Proceedings of the Web Information Systems Engineering - WISE 2010 Workshops, 2010

Ontology-Based Specific and Exhaustive User Profiles for Constraint Information Fusion for Multi-agents.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Using Association Rules to Solve the Cold-Start Problem in Recommender Systems.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Wikipedia and Web document based Query Translation and Expansion for Cross-language IR.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Mid-Level Concept Learning with Visual Contextual Ontologies and Probabilistic Inference for Image Annotation.
Proceedings of the Advances in Multimedia Modeling, 2010

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

Overview of the INEX 2010 Link the Wiki Track.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Overview of the INEX 2010 Focused Relevance Feedback Track.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Overview of the INEX 2010 Ad Hoc Track.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Enhancement of Infrequent Purchased Product Recommendation Using Data Mining Techniques.
Proceedings of the Artificial Intelligence in Theory and Practice III, 2010

Infrequent Purchased Product Recommendation Making Based on User Behaviour and Opinions in E-commerce Sites.
Proceedings of the ICDMW 2010, 2010

Deploying Top-k Specific Patterns for Relevance Feature Discovery.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

A Hybrid Chinese Information Retrieval Model.
Proceedings of the Active Media Technology, 6th International Conference, 2010

A Boundary-Oriented Chinese Segmentation Method Using N-Gram Mutual Information.
Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

2009
Report on the SIGIR 2009 workshop on the future of IR evaluation.
SIGIR Forum, 2009

Report on INEX 2008.
SIGIR Forum, 2009

K-tree: large scale document clustering.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

The importance of manual assessment in link discovery.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Clustering with Random Indexing K-tree and XML Structure.
Proceedings of the Focused Retrieval and Evaluation, 2009

Fast and Effective Focused Retrieval.
Proceedings of the Focused Retrieval and Evaluation, 2009

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

Analysis of the INEX 2009 Ad Hoc Track Results.
Proceedings of the Focused Retrieval and Evaluation, 2009

Overview of the INEX 2009 Link the Wiki Track.
Proceedings of the Focused Retrieval and Evaluation, 2009

Overview of the INEX 2009 Ad Hoc Track.
Proceedings of the Focused Retrieval and Evaluation, 2009

2008
Report on the SIGIR 2008 workshop on focused retrieval.
SIGIR Forum, 2008

Web-Based Query Translation for English-Chinese CLIR.
Int. J. Comput. Linguistics Chin. Lang. Process., 2008

Document Clustering with K-tree.
Proceedings of the Advances in Focused Retrieval, 2008

Overview of the INEX 2008 Ad Hoc Track.
Proceedings of the Advances in Focused Retrieval, 2008

Overview of the INEX 2008 Link the Wiki Track.
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

Extracting Non-redundant Approximate Rules from Multi-level Datasets.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Utilizing Non-redundant Association Rules from Multi-level Datasets.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Eliminating Redundant Association Rules in Multi-Level Datasets.
Proceedings of The 2008 International Conference on Data Mining, 2008

Deriving non-redundant approximate association rules from hierarchical datasets.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Text Mining Based Query Expansion for Chinese IR.
Proceedings of the Australasian Language Technology Association Workshop, 2008

2007
Report on the SIGIR 2007 workshop on focused retrieval.
SIGIR Forum, 2007

Translation disambiguation in web-based translation extraction for English-Chinese CLIR.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Predicting the Short-Term Market Reaction to Asset Specific News: Is Time Against Us?
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Improving translation accuracy in web-based translation extraction.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

Collection Profiling for Collection Fusion in Distributed Information Retrieval Systems.
Proceedings of the Knowledge Science, 2007

Overview of INEX 2007 Link the Wiki Track.
Proceedings of the Focused Access to XML Documents, 2007

GPX: Ad-Hoc Queries and Automated Link Discovery in the Wikipedia.
Proceedings of the Focused Access to XML Documents, 2007

Can the Content of Public News Be Used to Forecast Abnormal Stock Market Behaviour?
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Map Building Using Cheap Digital Cameras.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

A Shape Ontology Framework for Bird Classification.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

News Aware Volatility Forecasting: Is the Content of News Important?
Proceedings of the Data Mining and Analytics 2007, 2007

2006
Report on the SIGIR 2006 workshop on XML element retrieval methodology.
SIGIR Forum, 2006

The NLP task at INEX 2005.
SIGIR Forum, 2006

Comparing XML-IR Query Formation Interfaces.
Aust. J. Intell. Inf. Process. Syst., 2006

Enhanced Web-Based Translation Extraction for English-Chinese CLIR.
Aust. J. Intell. Inf. Process. Syst., 2006

What XML-IR Users May Want.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

NLPX at INEX 2006.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

Fusing Visual and Textual Retrieval Techniques to Effectively Search Large Collections of Wikipedia Images.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

GPX - Gardens Point XML IR at INEX 2006.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

What Types of Events Provide the Strongest Evidence that the Stock Market is Affected by Company Specific News?
Proceedings of the Data Mining and Analytics 2006, 2006

Natural Language Processing and XML Retrieval.
Proceedings of the Australasian Language Technology Workshop, 2006

2005
The NLP task at INEX 2004.
SIGIR Forum, 2005

Queensland University of Technology at TREC 2005.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

XML Retrieval with a Natural Language Interface.
Proceedings of the String Processing and Information Retrieval, 2005

NTCIR-5 CLIR Experiments at QUT.
Proceedings of the Fifth NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2005

NLPX at INEX 2005.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Integrating Text Retrieval and Image Retrieval in XML Document Searching.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

GPX - Gardens Point XML IR at INEX 2005.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Directed Exploration Using a Modified Distance Transform.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Applying Transformation-Based Error-Driven Learning to Structured Natural Language Queries.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

ComRank: Metasearch and Automatic Ranking of XML Retrieval System.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

Secure email-based peer to peer information retrieval.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

Early Results in Vision-based Map Building.
Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005), 2005

2004
Vision-based pirouettes using radial obstacle profile.
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004

NLPX at INEX 2004.
Proceedings of the Advances in XML Information Retrieval, 2004

IR of XML Documents - A Collective Ranking Strategy.
Proceedings of the Advances in XML Information Retrieval, 2004

GPX - Gardens Point XML Information Retrieval at INEX 2004.
Proceedings of the Advances in XML Information Retrieval, 2004

NLPX - An XML-IR System with a Natural Language Interface.
Proceedings of the ADCS 2004, 2004

2003
Distributed XML Information Retrieval.
Proceedings of the INEX 2003 Workshop Proceedings, 2003

XPath Inverted File for Information Retrieval.
Proceedings of the INEX 2003 Workshop Proceedings, 2003

2002
Rule extraction from local cluster neural nets.
Neurocomputing, 2002

Keyword-based Text Matching Approach for Design Style Recognition.
Proceedings of the International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD 2002), 2002

Style Recognition Using Keyword Analysis.
Proceedings of the Mining Multimedia and Complex Data, 2002

Extreme File Inversion.
Proceedings of the First Workshop of the INitiative for the Evaluation of XML Retrieval (INEX), 2002

2001
Boosting the Performance of Nearest Neighbour Methods with Feature Selection.
Proceedings of the Knowledge Discovery and Data Mining, 2001

2000
VQTree: Vector Quantization for Decision Tree Induction.
Proceedings of the Knowledge Discovery and Data Mining, 2000

1999
An image processing approach for estimating the number of live prawn larvae in water.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

1998
Local cluster neural net: Architecture, training and applications.
Neurocomputing, 1998

1997
Rule extraction from trained artificial neural network with functional dependency preprocessing.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997

Refining Expert Knowledge with an Artificial Neural Network.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1995
A VLSI friendly neural network with localised transfer functions.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Production rule extraction.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1992
A constructive method for multivariate function approximation by multilayer perceptrons.
IEEE Trans. Neural Networks, 1992

1991
Adaptive nearest neighbor pattern classification.
IEEE Trans. Neural Networks, 1991

An Exponential Response Neural Net.
Neural Comput., 1991

1990
A pseudo-inverse neural net with storage capacity exceeding N.
Proceedings of the IJCNN 1990, 1990


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