default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRussel Pears
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2022
[j29]Rashi Bhalla, Russel Pears, M. Asif Naeem, Farhaan Mirza:
Novel method for optimizing performance in resource constrained distributed data streams. Appl. Intell. 52(11): 12924-12942 (2022)- [j28]Ben Halstead
, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson:
Analyzing and repairing concept drift adaptation in data stream classification. Mach. Learn. 111(10): 3489-3523 (2022) - 2021
- [j27]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet:
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Min. Knowl. Discov. 35(3): 796-836 (2021) - [j26]Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears:
Topical affinity in short text microblogs. Inf. Syst. 96: 101662 (2021) - [j25]Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears:
Multi-interest semantic changes over time in short-text microblogs. Knowl. Based Syst. 228: 107249 (2021) - [c52]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson:
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. DSAA 2021: 1-2 - [c51]Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears:
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. ICDE 2021: 1056-1067 - 2020
- [j24]Benjamin Denham, Russel Pears, M. Asif Naeem:
Enhancing random projection with independent and cumulative additive noise for privacy-preserving data stream mining. Expert Syst. Appl. 152: 113380 (2020) - [j23]Benjamin Denham, Russel Pears, M. Asif Naeem:
HDSM: A distributed data mining approach to classifying vertically distributed data streams. Knowl. Based Syst. 189 (2020) - [c50]Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears, Andy Nguyen:
Multi-interest User Profiling in Short Text Microblogs. DESRIST 2020: 154-168 - [c49]Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears:
Follow-back Recommendations for Sports Bettors: A Twitter-based Approach. HICSS 2020: 1-10 - [c48]Benjamin Denham, Russel Pears, M. Asif Naeem:
Null-Labelling: A Generic Approach for Learning in the Presence of Class Noise. ICDM 2020: 990-995 - [c47]Boris Bacic, Munish Rathee, Russel Pears:
Automating Inspection of Moveable Lane Barrier for Auckland Harbour Bridge Traffic Safety. ICONIP (1) 2020: 150-161
2010 – 2019
- 2019
- [j22]Huy Vuong Nguyen, M. Asif Naeem, Nuttanan Wichitaksorn, Russel Pears:
A smart system for short-term price prediction using time series models. Comput. Electr. Eng. 76: 339-352 (2019) - [j21]Adi Darliansyah, M. Asif Naeem, Farhaan Mirza, Russel Pears:
SENTIPEDE: A Smart System for Sentiment-based Personality Detection from Short Texts. J. Univers. Comput. Sci. 25(10): 1323-1352 (2019) - [c46]Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears:
Topical Expressivity in Short Texts. CONF-IRM 2019: 19 - 2018
- [j20]Herman Masindano Wandabwa, Muhammad Asif Naeem, Russel Pears, Farhaan Mirza:
A Metamodel Enabled Approach for Discovery of Coherent Topics in Short Text Microblogs. IEEE Access 6: 65582-65593 (2018) - [j19]Chamari I. Kithulgoda, Russel Pears, M. Asif Naeem:
The incremental Fourier classifier: Leveraging the discrete Fourier transform for classifying high speed data streams. Expert Syst. Appl. 97: 1-17 (2018) - [j18]Fahad Bashir Alvi, Russel Pears, Nikola K. Kasabov:
An evolving spatio-temporal approach for gender and age group classification with Spiking Neural Networks. Evol. Syst. 9(2): 145-156 (2018) - [j17]Benjamin Denham, Russel Pears, Andy M. Connor:
Evaluating the Quality of Drupal Software Modules. Int. J. Softw. Eng. Knowl. Eng. 28(5): 663-700 (2018) - [c45]Adi Darliansyah, Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears:
Long-Term Trends in Public Sentiment in Indian Demonetisation Policy. INTAP 2018: 65-75 - 2017
- [j16]Fahad Bashir Alvi, Russel Pears:
A composite spatio-temporal modeling approach for age invariant face recognition. Expert Syst. Appl. 72: 383-394 (2017) - [c44]Md. Shahidul Islam, Russel Pears, Boris Bacic:
Identifying Precursors to Frequency Fluctuation Events in Electrical Power Generation Data. AusDM 2017: 203-219 - [c43]Md. Shahidul Islam, Russel Pears, Boris Bacic:
Detecting precursor patterns for frequency fluctuation in an electrical grid. SNPD 2017: 219-224 - 2016
- [j15]Sripirakas Sakthithasan, Russel Pears:
Capturing recurring concepts using discrete Fourier transform. Concurr. Comput. Pract. Exp. 28(15): 4013-4035 (2016) - [c42]Chamari I. Kithulgoda, Russel Pears:
Staged Online Learning: A new approach to classification in high speed data streams. IJCNN 2016: 1-8 - [i7]Jacqui Finlay, Russel Pears, Andy M. Connor:
Data stream mining for predicting software build outcomes using source code metrics. CoRR abs/1604.05503 (2016) - 2015
- [j14]Russel Pears, Songwut Pisalpanus, Yun Sing Koh:
A graph based approach to inferring item weights for pattern mining. Expert Syst. Appl. 42(1): 451-461 (2015) - [j13]TheAnh Do, Siau-Cheng Khoo, Alvis Cheuk Ming Fong, Russel Pears, Tho Thanh Quan:
Goal-oriented dynamic test generation. Inf. Softw. Technol. 66: 40-57 (2015) - [c41]Yun Sing Koh, Russel Pears:
HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values. DaWaK 2015: 43-56 - [c40]Sotharith Tauch, William Liu, Russel Pears:
Measuring Cascading Failures for Smart Grids Vulnerability Assessment. DSDIS 2015: 384-389 - [c39]Sripirakas Sakthithasan, Russel Pears, Albert Bifet, Bernhard Pfahringer:
Use of ensembles of Fourier spectra in capturing recurrent concepts in data streams. IJCNN 2015: 1-8 - [c38]Sotharith Tauch, William Liu, Russel Pears:
Measuring cascade effects in interdependent networks by using effective graph resistance. INFOCOM Workshops 2015: 683-688 - [c37]Fahad Bashir Alvi, Russel Pears:
Use of spatio-temporal modeling for age invariant face recognition. IVCNZ 2015: 1-6 - [i6]Sripirakas Sakthithasan, Russel Pears, Albert Bifet, Bernhard Pfahringer:
Use of Ensembles of Fourier Spectra in Capturing Recurrent Concepts in Data Streams. CoRR abs/1504.06366 (2015) - 2014
- [j12]Yun Sing Koh, Russel Pears:
Efficient negative association rule mining based on chance thresholds. Intell. Data Anal. 18(2): 243-260 (2014) - [j11]Jacqui Finlay, Russel Pears, Andy M. Connor:
Data stream mining for predicting software build outcomes using source code metrics. Inf. Softw. Technol. 56(2): 183-198 (2014) - [j10]Russel Pears, Sripirakas Sakthithasan, Yun Sing Koh:
Detecting concept change in dynamic data streams - A sequential approach based on reservoir sampling. Mach. Learn. 97(3): 259-293 (2014) - [c36]Sripirakas Sakthithasan, Russel Pears:
Mining Recurrent Concepts in Data Streams Using the Discrete Fourier Transform. DaWaK 2014: 439-451 - [c35]Srdan Zagorac, Russel Pears:
Web Materialization Formulation: Modelling Feasible Solutions. DEXA (2) 2014: 366-374 - [c34]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Detecting Volatility Shift in Data Streams. ICDM 2014: 863-868 - [c33]Reggio N. Hartono, Russel Pears, Nikola K. Kasabov, Susan P. Worner:
Extracting temporal knowledge from time series: A case study in ecological data. IJCNN 2014: 4237-4243 - [c32]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Detecting Changes in Rare Patterns from Data Streams. PAKDD (2) 2014: 437-448 - [c31]Jacqui Finlay, Russel Pears, Andy M. Connor:
Synthetic Minority Over-sampling TEchnique (SMOTE) for Predicting Software Build Outcomes. SEKE 2014: 546-551 - [i5]Sripirakas Sakthithasan, Russel Pears:
Mining Recurrent Concepts in Data Streams using the Discrete Fourier Transform. CoRR abs/1406.6114 (2014) - [i4]Russel Pears, Jacqui Finlay, Andy M. Connor:
Synthetic Minority Over-sampling TEchnique(SMOTE) for Predicting Software Build Outcomes. CoRR abs/1407.2330 (2014) - [i3]Jacqui Finlay, Andy M. Connor, Russel Pears:
Mining Software Metrics from Jazz. CoRR abs/1407.2541 (2014) - [i2]Dilip Kumar Limbu, Andy M. Connor, Russel Pears, Stephen G. MacDonell:
Improving web search using contextual retrieval. CoRR abs/1407.6101 (2014) - [i1]Andy M. Connor, Jacqui Finlay, Russel Pears:
Mining developer communication data streams. CoRR abs/1407.6104 (2014) - 2013
- [j9]Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong:
Discovering diverse association rules from multidimensional schema. Expert Syst. Appl. 40(15): 5975-5996 (2013) - [j8]Russel Pears, Harya Widiputra, Nikola K. Kasabov:
Evolving integrated multi-model framework for on line multiple time series prediction. Evol. Syst. 4(2): 99-117 (2013) - [j7]Russel Pears, Yun Sing Koh, Gillian Dobbie, Wai K. Yeap:
Weighted association rule mining via a graph based connectivity model. Inf. Sci. 218: 61-84 (2013) - [j6]Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong:
A data mining approach to knowledge discovery from multidimensional cube structures. Knowl. Based Syst. 40: 36-49 (2013) - [c30]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Tracking Drift Types in Changing Data Streams. ADMA (1) 2013: 72-83 - [c29]Sotharith Tauch, William Liu, Russel Pears:
Cascade effects of load shedding in coupled networks. ICON 2013: 1-6 - [c28]Sripirakas Sakthithasan, Russel Pears, Yun Sing Koh:
One Pass Concept Change Detection for Data Streams. PAKDD (2) 2013: 461-472 - 2012
- [c27]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support. Australasian Conference on Artificial Intelligence 2012: 614-625 - [c26]Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong:
Data Guided Approach to Generate Multi-dimensional Schema for Targeted Knowledge Discovery. AusDM 2012: 229-240 - [c25]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. DaWaK 2012: 340-351 - [c24]TheAnh Do, Alvis Cheuk M. Fong, Russel Pears:
Dynamic Symbolic Execution Guided by Data Dependency Analysis for High Structural Coverage. ENASE (Selected Papers) 2012: 3-15 - [c23]TheAnh Do, Alvis Cheuk M. Fong, Russel Pears:
Precise Guidance to Dynamic Test Generation. ENASE 2012: 5-12 - [c22]TheAnh Do, Alvis Cheuk M. Fong, Russel Pears:
Scalable automated test generation using coverage guidance and random search. AST 2012: 71-75 - [c21]Yun Sing Koh, Russel Pears, Gillian Dobbie:
WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights. PAKDD (2) 2012: 37-48 - 2011
- [j5]Harya Widiputra, Russel Pears, Nikola K. Kasabov:
Dynamic Interaction Networks versus Local Trend Models for Multiple Time-Series Prediction. Cybern. Syst. 42(2): 100-123 (2011) - [j4]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Automatic Item Weight Generation for Pattern Mining and its Application. Int. J. Data Warehous. Min. 7(3): 30-49 (2011) - [c20]Russel Pears, Yun Sing Koh, Gillian Dobbie:
Discriminatory Confidence Analysis in Pattern Mining. ADMA (1) 2011: 285-298 - [c19]TheAnh Do, Alvis Cheuk M. Fong, Russel Pears:
How Effective is Model Checking in Practice? ENASE 2011: 239-244 - [c18]Muhammad Usman, Russel Pears:
Multi Level Mining of Warehouse Schema. NDT 2011: 395-408 - [c17]Harya Widiputra, Russel Pears, Nikola K. Kasabov:
Multiple Time-Series Prediction through Multiple Time-Series Relationships Profiling and Clustered Recurring Trends. PAKDD (2) 2011: 161-172 - [c16]Russel Pears, Yun Sing Koh:
Weighted Association Rule Mining Using Particle Swarm Optimization. PAKDD Workshops 2011: 327-338 - [c15]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Automatic Assignment of Item Weights for Pattern Mining on Data Streams. PAKDD (1) 2011: 387-398 - [c14]Jacqui Finlay, Andy M. Connor, Russel Pears:
Mining Software Metrics from Jazz. SERA 2011: 39-45 - 2010
- [j3]Muhammad Usman, Russel Pears:
Integration of Data Mining and Data Warehousing: A Practical Methodology. Int. J. Adv. Comp. Techn. 2(3): 31-46 (2010) - [c13]Russel Pears, Yun Sing Koh, Gillian Dobbie:
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. ADMA (1) 2010: 36-47 - [c12]Yun Sing Koh, Russel Pears, Wai-Kiang Yeap:
Valency Based Weighted Association Rule Mining. PAKDD (1) 2010: 274-285
2000 – 2009
- 2009
- [j2]Harya Widiputra, Russel Pears, Antoaneta Serguieva, Nikola K. Kasabov:
Dynamic interaction networks in modelling and predicting the behaviour of multiple interactive stock markets. Intell. Syst. Account. Finance Manag. 16(1-2): 189-205 (2009) - [c11]Yun Sing Koh, Russel Pears:
Non-Redundant Rare Itemset Generation. AusDM 2009: 69-74 - [c10]Harya Widiputra, Henry Kho, Lukas, Russel Pears, Nikola K. Kasabov:
A Novel Evolving Clustering Algorithm with Polynomial Regression for Chaotic Time-Series Prediction. ICONIP (2) 2009: 114-121 - [c9]Dilip Kumar Limbu, Andrew M. Connor, Russel Pears, Stephen G. MacDonell:
Improving Web Search Using Contextual Retrieval. ITNG 2009: 1329-1334 - [c8]Stefan Hoeglinger, Russel Pears, Yun Sing Koh:
CBDT: A Concept Based Approach to Data Stream Mining. PAKDD 2009: 1006-1012 - [p2]Russel Pears, Bryan Houliston:
Optimization of Multidimensional Aggregates in Data Warehouses. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2324-2347 - 2008
- [c7]Yun Sing Koh, Russel Pears:
Rare Association Rule Mining via Transaction Clustering. AusDM 2008: 87-94 - [c6]Avinash Shankaranarayanan, Christine Amaldas, Russel Pears:
'Blast Those Sequences': A Gridified Framework for Bioinformatics Blast Using the A3pviGrid. BIOTECHNO 2008: 35-40 - [c5]Harya Widiputra, Russel Pears, Nikola K. Kasabov:
Personalised Modelling for Multiple Time-Series Data Prediction: A Preliminary Investigation in Asia Pacific Stock Market Indexes Movement. ICONIP (1) 2008: 1237-1244 - [c4]Yun Sing Koh, Russel Pears:
Transaction Clustering Using a Seeds Based Approach. PAKDD 2008: 916-922 - [p1]Nikola K. Kasabov, Qun Song, Lubica Benuskova, Paulo C. M. Gottgtroy, Vishal Jain, Anju Verma, Ilkka Havukkala, Elaine Rush, Russel Pears, Alex Tjahjana, Yingjie Hu, Stephen G. MacDonell:
Integrating Local and Personalised Modelling with Global Ontology Knowledge Bases for Biomedical and Bioinformatics Decision Support. Computational Intelligence in Biomedicine and Bioinformatics 2008: 93-116 - 2007
- [j1]Russel Pears, Bryan Houliston:
Optimization of Multidimensional Aggregates in Data Warehouses. J. Database Manag. 18(1): 69-93 (2007) - [c3]Russel Pears, Sangeetha Kutty:
FGC: An Efficient Constraint Based Frequent Set Miner. AICCSA 2007: 424-431 - [c2]Yun Sing Koh, Russel Pears:
Efficiently Finding Negative Association Rules Without Support Threshold. Australian Conference on Artificial Intelligence 2007: 710-714 - 2006
- [c1]Dilip Kumar Limbu, Andy M. Connor, Russel Pears, Stephen G. MacDonell:
Contextual relevance feedback in web information retrieval. IIiX 2006: 138-143
Coauthor Index
M. Asif Naeem
aka: Muhammad Asif Naeem
aka: Muhammad Asif Naeem
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
