| 2024 | AAAI | KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing. | Sheng Jie Lui, Cheng Xiang, Shonali Krishnaswamy |
| 2017 | SDM | Biclustering: An application of Dual Topic Models. | Daniel Rugeles, Kaiqi Zhao, Gao Cong, Manoranjan Dash, Shonali Krishnaswamy |
| 2016 | CIKM | A Distributed Graph Algorithm for Discovering Unique Behavioral Groups from Large-Scale Telco Data. | Qirong Ho, Wenqing Lin, Eran Shaham, Shonali Krishnaswamy, The Anh Dang, Jingxuan Wang, Isabel Choo Zhongyan, Amy She-Nash |
| 2016 | ICDM | ConTrack: A Scalable Method for Tracking Multiple Concepts in Large Scale Multidimensional Data. | Ali Zonoozi, Qirong Ho, Shonali Krishnaswamy, Gao Cong |
| 2016 | MDM | Visualize People's Mobility - Both individually and Collectively - Using Mobile Phone Cellular Data. | Manoranjan Dash, Kee Kiat Koo, Shonali Krishnaswamy, Yunye Jin, Amy Shi Nash |
| 2016 | MDM | Active Learning for On-Line Partial Discharge Monitoring in Noisy Environments. | Joo Brtolo Gomes, Hai-Long Nguyen, Min Wu, Jianneng Cao, Shonali Krishnaswamy |
| 2016 | MDM | Understanding Urban Mobility via Taxi Trip Clustering. | Dheeraj Kumar, Huayu Wu, Yu Lu, Shonali Krishnaswamy, Marimuthu Palaniswami |
| 2015 | CIKM | Where you Instagram?: Associating Your Instagram Photos with Points of Interest. | Xutao Li, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiaoli Li, Shonali Krishnaswamy |
| 2015 | IJCAI | Mobility Profiling for User Verification with Anonymized Location Data. | Miao Lin, Hong Cao, Vincent W. Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy |
| 2015 | IJCAI | Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition. | Jianbo Yang, Minh Nhut Nguyen, Phyo Phyo San, Xiaoli Li, Shonali Krishnaswamy |
| 2015 | SIGIR | Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation. | Xutao Li, Gao Cong, Xiaoli Li, Tuan-Anh Nguyen Pham, Shonali Krishnaswamy |
| 2014 | AAAI | How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance. | Yong-Bin Kang, Jeff Z. Pan, Shonali Krishnaswamy, Wudhichart Sawangphol, Yuan-Fang Li |
| 2014 | ADBIS | CARDAP: A Scalable Energy-Efficient Context Aware Distributed Mobile Data Analytics Platform for the Fog. | Prem Prakash Jayaraman, Joo Brtolo Gomes, Hai-Long Nguyen, Zahraa Said Abdallah, Shonali Krishnaswamy, Arkady B. Zaslavsky |
| 2014 | CIKM | A Meta-reasoner to Rule Them All: Automated Selection of OWL Reasoners Based on Efficiency. | Yong-Bin Kang, Shonali Krishnaswamy, Yuan-Fang Li |
| 2014 | MDM | Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling. | Wei Wu, Yue Wang, Joo Brtolo Gomes, Dang The Anh, Spiros Antonatos, Mingqiang Xue, Peng Yang, Ghim-Eng Yap, Xiaoli Li, Shonali Krishnaswamy, James Decraene, Amy Shi Nash |
| 2014 | MDM | Mobile Big Data Analytics: Research, Practice, and Opportunities. | Demetrios Zeinalipour-Yazti, Shonali Krishnaswamy |
| 2014 | WWW | The mobile semantic web. | Shonali Krishnaswamy, Yuan-Fang Li |
| 2013 | DaWaK | Where Will You Go? Mobile Data Mining for Next Place Prediction. | Joo Brtolo Gomes, Clifton Phua, Shonali Krishnaswamy |
| 2013 | ICDE | ShareLikesCrowd: Mobile analytics for participatory sensing and crowd-sourcing applications. | Arkady B. Zaslavsky, Prem Prakash Jayaraman, Shonali Krishnaswamy |
| 2012 | AAAI | Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces. | Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy |
| 2012 | DaWaK | Mobile Activity Recognition Using Ubiquitous Data Stream Mining. | Joo Brtolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz |
| 2012 | ICTAI | StreamAR: Incremental and Active Learning with Evolving Sensory Data for Activity Recognition. | Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy |
| 2012 | MDM | MARS: A Personalised Mobile Activity Recognition System. | Joo Brtolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz |
| 2012 | MDM | Mobile Data Stream Mining: From Algorithms to Applications. | Shonali Krishnaswamy, Joo Gama, Mohamed Medhat Gaber |
| 2012 | MDM | Using On-the-Move Mining for Mobile Crowdsensing. | Wanita Sherchan, Prem Prakash Jayaraman, Shonali Krishnaswamy, Arkady B. Zaslavsky, Seng Wai Loke, Abhijat Sinha |
| 2012 | MDM | To Taxi or Not to Taxi? - Enabling Personalised and Real-Time Transportation Decisions for Mobile Users. | Wei Wu, Wee Siong Ng, Shonali Krishnaswamy, Abhijat Sinha |
| 2011 | ADMA | Retrieval in CBR Using a Combination of Similarity and Association Knowledge. | Yong-Bin Kang, Shonali Krishnaswamy, Arkady B. Zaslavsky |
| 2011 | CIKM | Advances in data stream mining for mobile and ubiquitous environments. | Shonali Krishnaswamy, Joo Gama, Mohamed Medhat Gaber |
| 2011 | DASFAA | A Retrieval Strategy Using the Integrated Knowledge of Similarity and Associations. | Yong-Bin Kang, Shonali Krishnaswamy, Arkady B. Zaslavsky |
| 2011 | DaWaK | Enhancing Activity Recognition in Smart Homes Using Feature Induction. | Naveen Nair, Ganesh Ramakrishnan, Shonali Krishnaswamy |
| 2011 | MDM | RA-SAX: Resource-Aware Symbolic Aggregate Approximation for Mobile ECG Analysis. | Hossein Tayebi, Shonali Krishnaswamy, Agustinus Borgy Waluyo, Abhijat Sinha, Mohamed Medhat Gaber |
| 2011 | PERCOM | ProMWS: Proactive mobile Web service provision using context-awareness. | Chii Chang, Sea Ling, Shonali Krishnaswamy |
| 2011 | SAC | Resource-aware ECG analysis on mobile devices. | Abhijat Sinha, Hossein Tayebi, Shonali Krishnaswamy, Agustinus Borgy Waluyo, Mohamed Medhat Gaber |
| 2010 | ICALT | iCALT: Intelligent Context-Aware Learning and Teaching Environment. | Shonali Krishnaswamy, Selby Markham, John Hurst, Steven Cunningham, Cyril Labb, Behrang Saeedzadeh, Brett Gillick |
| 2010 | ICDM | Clutter-Adaptive Visualization for Mobile Data Mining. | Brett Gillick, Hasnain AlTaiar, Shonali Krishnaswamy, Jonathan Liono, Nicholas Nicoloudis, Abhijat Sinha, Arkady B. Zaslavsky, Mohamed Medhat Gaber |
| 2010 | ICDM | RnR: Extracting Rationale from Online Reviews and Ratings. | Dwi A. P. Rahayu, Shonali Krishnaswamy, Oshadi Alahakoon, Cyril Labb |
| 2010 | ICSOC | RnR: A System for Extracting Rationale from Online Reviews and Ratings. | Dwi A. P. Rahayu, Shonali Krishnaswamy, Cyril Labb, Oshadi Alhakoon |
| 2010 | ICTAI | Adaptive Clutter-Aware Visualization for Mobile Data Stream Mining. | Mohamed Medhat Gaber, Shonali Krishnaswamy, Brett Gillick, Nicholas Nicoloudis, Jonathan Liono, Hasnain AlTaiar, Arkady B. Zaslavsky |
| 2010 | Mobiquitous | Adaptation Support for Agent Based Pervasive Systems. | Kutila Gunasekera, Shonali Krishnaswamy, Seng Wai Loke, Arkady B. Zaslavsky |
| 2010 | PERCOM | Context-aware and resource efficient sensing infrastructure for context-aware applications. | Peizhao Hu, Suan Khai Chong, Jadwiga Indulska, Shonali Krishnaswamy |
| 2010 | SAC | A knowledge-rich similarity measure for improving IT incident resolution process. | Yong-Bin Kang, Arkady B. Zaslavsky, Shonali Krishnaswamy, Claudio Bartolini |
| 2009 | SAC | Efficient mobile reasoning for pervasive discovery. | Luke Steller, Shonali Krishnaswamy |
| 2008 | APSCC | EADRM: A Framework for Explanation-Aware Distributed Reputation Management of Web Services. | Wanita Sherchan, Shonali Krishnaswamy, Seng Wai Loke |
| 2008 | COMPSAC | VERSAG: Context-Aware Adaptive Mobile Agents for the Semantic Web. | Kutila Gunasekera, Arkady B. Zaslavsky, Shonali Krishnaswamy, Seng Wai Loke |
| 2008 | ICSOC | Optimised Semantic Reasoning for Pervasive Service Discovery. | Luke Steller, Shonali Krishnaswamy |
| 2008 | ICWS | Explaining Reputation for Informed Web Services Selection. | Wanita Sherchan, Shonali Krishnaswamy, Seng Wai Loke |
| 2008 | ICWS | Optimised Mobile Reasoning for Pervasive Service Discovery. | Luke Steller, Shonali Krishnaswamy |
| 2008 | KDD | Situation-Aware Adaptive Visualization for Sensory Data Stream Mining. | Pari Delir Haghighi, Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, Arkady B. Zaslavsky |
| 2008 | SAC | Using association rules for energy conservation in wireless sensor networks. | Suan Khai Chong, Shonali Krishnaswamy, Seng Wai Loke, Mohamed Medhat Gaber |
| 2007 | AINA | U&I Aware: A Framework Using Data Mining and Collision Detection to Increase Awareness for Intersection Users. | Flora Dilys Salim, Seng Wai Loke, Andry Rakotonirainy, Shonali Krishnaswamy |
| 2007 | UIC | Simulated Intersection Environment and Learning of Collision and Traffic Data in the U&I Aware Framework. | Flora Dilys Salim, Seng Wai Loke, Andry Rakotonirainy, Shonali Krishnaswamy |
| 2006 | EDOC | Towards Explanation-Aware Selection in Internet-Scale Infrastructures: Generating Rationale for Web Services Ratings and Reputation. | Wanita Sherchan, Seng Wai Loke, Shonali Krishnaswamy |
| 2006 | SAC | A fuzzy model for reasoning about reputation in web services. | Wanita Sherchan, Seng Wai Loke, Shonali Krishnaswamy |
| 2005 | EUC | Context-Aware Ubiquitous Data Mining Based Agent Model for Intersection Safety. | Flora Dilys Salim, Shonali Krishnaswamy, Seng Wai Loke, Andry Rakotonirainy |
| 2005 | IIWAS | Filter-Predict-Schedule: Balancing the Needs of Users and Web Service Providers. | Murali Muniyandi, Bala Srinivasan, Shonali Krishnaswamy |
| 2005 | KES | Making Sense of Ubiquitous Data Streams - A Fuzzy Logic Approach. | Osnat Horovitz, Mohamed Medhat Gaber, Shonali Krishnaswamy |
| 2005 | PERCOM | A Context-Aware Approach to Conserving Energy in Wireless Sensor Networks. | Suan Khai Chong, Shonali Krishnaswamy, Seng Wai Loke |
| 2005 | SAC | Mobile agents for network management: when and when not! | Huy Hoang To, Shonali Krishnaswamy, Bala Srinivasan |
| 2005 | WISE | A Semantic Distance Measure for Matching Web Services. | Arif Bramantoro, Shonali Krishnaswamy, Maria Indrawan |
| 2004 | AINA | Mobile Agents as Smart Virtual Counterparts. | Mohan Baruwal Chhetri, Seng Wai Loke, Shonali Krishnaswamy |
| 2004 | AINA | AgentUDM: A Mobile Agent Based Support Infrastructure for Ubiquitous Data Mining. | T. A. Soe, Shonali Krishnaswamy, Seng Wai Loke, Maria Indrawan, D. Sethi |
| 2004 | APWEB | Graphical Representation of XML Schema. | Flora Dilys Salim, Rosanne Price, Maria Indrawan, Shonali Krishnaswamy |
| 2004 | DaWaK | Towards an Adaptive Approach for Mining Data Streams in Resource Constrained Environments. | Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy |
| 2004 | ER | Towards an Ontology for Agent Mobility. | Rosanne Price, Shonali Krishnaswamy, Seng Wai Loke, Mohan Baruwal Chhetri |
| 2004 | ICALT | PIAVEE - A Pedagogy-Independent Education Environment. | Shonali Krishnaswamy, Selby Markham, Mohan Baruwal Chhetri, John Hurst, Des Casey |
| 2004 | IIWAS | An Agent Supported Virtual Educational Environment. | Mohan Baruwal Chhetri, Shonali Krishnaswamy, Selby Markham, John Hurst, Des Casey |
| 2004 | ICWS | Reputation = f(User Ranking, Compliance, Verity). | Sravanthi Kalepu, Shonali Krishnaswamy, Seng Wai Loke |
| 2004 | WISE | Smart Virtual Counterparts for Learning Communities. | Mohan Baruwal Chhetri, Shonali Krishnaswamy, Seng Wai Loke |
| 2003 | AINA | Using Mobile Agents to Support Unreliable Database Retrieval Operations. | Maria Indrawan, Shonali Krishnaswamy, Tharmakulasingam Ranjan |
| 2003 | IIWAS | From m-GAIA to Grasshopper: Engineering Mobile Agent Applications. | Weanna Sutandiyo, Mohan Baruwal Chhetri, Shonali Krishnaswamy, Seng Wai Loke |
| 2003 | WISE | Verity: a QoS metric for selecting Web services and providers. | Sravanthi Kalepu, Shonali Krishnaswamy, Seng Wai Loke |
| 2003 | WISE | Estimating Computation Times in Data Intensive E-Services. | Shonali Krishnaswamy, Arkady B. Zaslavsky, Seng Wai Loke |
| 2002 | AusDM | Towards Anytime Anywhere Data Mining e-Services. | Shonali Krishnaswamy, Seng Wai Loke, Arkady B. Zaslavsky |
| 2002 | ICCS | Techniques for Estimating the Computation and Communication Costs of Distributed Data Mining. | Shonali Krishnaswamy, Arkady B. Zaslavsky, Seng Wai Loke |
| 2002 | SAC | Application run time estimation: a quality of service metric for web-based data mining services. | Shonali Krishnaswamy, Seng Wai Loke, Arkady B. Zaslavsky |
| 2002 | WISE | An XML Specification Language to Support a Virtual Marketplace of Data Mining E-Services. | Shonali Krishnaswamy, E. P. See, J. N. Ho, W. Gunawan |