Richi Nayak - RankMe

271 papers A* 7A 4B 24C 10Misc 36Journal 88Unranked 94

Year	Rank	Type	Title / Venue / Authors
2026	Misc	`ed.`	Data Science and Machine Learning - 23rd Australasian Conference, AusDM 2025, Brisbane, QLD, Australia, November 26-28, 2025, Proceedings AusDM Quang Vinh Nguyen, Yuefeng Li, Paul Kwan, Yanchang Zhao, Yee Ling Boo, Richi Nayak
2026	J	`jnl`	Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data. CoRR Deepak Uniyal, Md. Abul Bashar, Richi Nayak
2026	J	`jnl`	Fast Model Selection and Stable Optimization for Softmax-Gated Multinomial-Logistic Mixture of Experts Models. CoRR TrungKhang Tran, TrungTin Nguyen, Md. Abul Bashar, Nhat Ho, Richi Nayak, Christopher C. Drovandi
2026	J	`jnl`	Semi-supervised deep matrix factorization model for clustering multi-omics data. Comput. Methods Programs Biomed. Khanh Luong, Nirav Joshi, Richi Nayak
2026	J	`jnl`	Uncertainty-based consistency regularisation for text classification with limited labels. Knowl. Based Syst. Deepak Uniyal, Richi Nayak, Md. Abul Bashar
2025	J	`jnl`	A novel modality contribution confidence-enhanced multimodal deep learning framework for multiomics data. BMC Bioinform. Duoyi Zhang, Md. Abul Bashar, Richi Nayak, Leila Cuttle
2025	J	`jnl`	A novel multi-modal fusion method based on uncertainty-guided meta-learning. Pattern Recognit. Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2025	—	`conf`	AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions. ACL (1) Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025	J	`jnl`	AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions. CoRR Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025	J	`jnl`	ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN. Int. J. Data Sci. Anal. Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	AgentEval: Generative Agents as Reliable Proxies for Human Evaluation of AI-Generated Content. CoRR Thanh Vu, Richi Nayak, Thiru Balasubramaniam
2025	J	`jnl`	Chatting with organisational data: a generative AI approach applied to scientific reports for information seeking. Knowl. Inf. Syst. Md. Abul Bashar, Richi Nayak
2025	Misc	`conf`	Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data. AusDM Deepak Uniyal, Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield prediction. Ecol. Informatics Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Kenneth Sabir, Richi Nayak
2025	J	`jnl`	Imputation of Longitudinal Data Using GANs: Challenges and Implications for Classification. CoRR Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	Latent space refinement for unsupervised cyber threat text classification. Knowl. Based Syst. Yue Wang, Richi Nayak, Md. Abul Bashar, Mahinthan Chandramohan
2025	J	`jnl`	Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos. IEEE Open J. Comput. Soc. Shadi Jaradat, Mohammed Elhenawy, Huthaifa I. Ashqar, Alexander Paz, Richi Nayak
2025	Misc	`conf`	Precision to Costing: Budgeted Modelling for Customer Contact Prediction. AusDM Ho Sing Tin, Richi Nayak, Darren Wraith
2025	J	`jnl`	Prototypical network based few shot learning to detect Hindi-English code-mixed offensive text. Soc. Netw. Anal. Min. Shikha Mundra, Namita Mittal, Richi Nayak
2025	J	`jnl`	Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering. ACM Trans. Knowl. Discov. Data Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour, Mahdi Jalili, Richi Nayak, Hassan Khosravi
2025	Misc	`conf`	Temporal Fusion of Biophysical and Climate Data: A Data-Driven Hybrid Learning Approach for Short-Term Aboveground Biomass Forecasting. AusDM Han Xu, Thirunavukarasu Balasubramaniam, Richi Nayak
2025	Misc	`conf`	Unveiling Reliability in Multi-omics Classification: Fusion, Calibration, and Dynamic Scaling. AusDM Dang Khoa Nguyen, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024	J	`jnl`	Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach. ACM Trans. Knowl. Discov. Data Sharon Torao-Pingi, Richi Nayak, Md. Abul Bashar
2024	J	`jnl`	DCCNMF: Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering. Knowl. Based Syst. Sohan Gunawardena, Khanh Luong, Thirunavukarasu Balasubramaniam, Richi Nayak
2024	Misc	`conf`	Enhancing AI Safety in the Public Sector: A Field Experiment on Guardrails Leveraging LLMs for State Government Employees. AusDM Yue Wang, Duoyi Zhang, Xiangrui Kong, Marco Fahmi, Richi Nayak
2024	J	`jnl`	Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach. Algorithms Shadi Jaradat, Richi Nayak, Alexander Paz, Mohammed Elhenawy
2024	Misc	`conf`	Generative Agents as Reliable Proxies for Human Evaluation of AI-Generated Content. AusDM Thanh Vu, Richi Nayak, Thiru Balasubramaniam
2024	J	`jnl`	Improved prediction of biomass gasification models through machine learning. Comput. Chem. Eng. Aban Sakheta, Thomas Raj, Richi Nayak, Ian O'Hara, Jerome Ramirez
2024	J	`jnl`	Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data. Data Sci. Eng. Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024	J	`jnl`	Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks. Neural Networks Duoyi Zhang, Richi Nayak, Md. Abul Bashar
2024	Misc	`conf`	Topic Models Meet LLMs: Generating Insightful Questions from User Feedback. AusDM Duoyi Zhang, Yue Wang, Richi Nayak, Md. Abul Bashar
2024	J	`jnl`	Twitter's pulse on hydrogen energy in 280 characters: a data perspective. Soc. Netw. Anal. Min. Deepak Uniyal, Richi Nayak
2023	J	`jnl`	ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN. CoRR Md. Abul Bashar, Richi Nayak
2023	J	`jnl`	DAC: Discriminative Associative Classification. SN Comput. Sci. Majid Seyfi, Yue Xu, Richi Nayak
2023	—	`conf`	Enhanced Topic Modeling with Multi-modal Representation Learning. PAKDD (1) Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak
2023	J	`jnl`	Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization. Int. J. Data Sci. Anal. Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen
2023	J	`jnl`	Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell. Intell. Syst. Appl. Yue Wang, Md. Abul Bashar, Mahinthan Chandramohan, Richi Nayak
2023	B	`conf`	GAN-IE: Generative Adversarial Network for Information Extraction with Limited Annotated Data. WISE Ahmed Shoeb Talukder, Richi Nayak, Md. Abul Bashar
2023	J	`jnl`	Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains. CoRR Md. Abul Bashar, Richi Nayak, Gareth Knapman, Paul Turnbull, Cressida Fforde
2023	J	`jnl`	Machine learning for predicting propensity-to-pay energy bills. Intell. Syst. Appl. Md. Abul Bashar, Richi Nayak, Kieren Astin-Walmsley, Kerina Heath
2023	J	`jnl`	Mining Discriminative Itemsets Over Data Streams Using Efficient Sliding Window. SN Comput. Sci. Majid Seyfi, Richi Nayak, Yue Xu
2023	—	`book`	Multi-aspect Learning - Methods and Applications Richi Nayak, Khanh Luong
2022	Misc	`conf`	A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. AusDM Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak
2022	J	`jnl`	DISSparse: Efficient Mining of Discriminative Itemsets. J. Inf. Knowl. Manag. Majid Seyfi, Richi Nayak, Yue Xu, Shlomo Geva
2022	J	`jnl`	Deep learning based topic and sentiment analysis: COVID19 information seeking on social media. Soc. Netw. Anal. Min. Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2022	Misc	`conf`	Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization. AI Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Anand Paul, Richi Nayak
2022	J	`jnl`	Learning Inter- and Intra-Manifolds for Matrix Factorization-Based Multi-Aspect Data Clustering. IEEE Trans. Knowl. Data Eng. Khanh Luong, Richi Nayak
2022	—	`ch.`	Machine Learning for Identifying Abusive Content in Text Data. Advances in Selected Artificial Intelligence Areas Richi Nayak, Hee Sook Baek
2022	J	`jnl`	Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. Pattern Recognit. Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar
2021	J	`jnl`	A Semi-automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry. CoRR Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson
2021	Misc	`conf`	A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry. AusDM Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson
2021	J	`jnl`	Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task. ACM Trans. Intell. Syst. Technol. Md. Abul Bashar, Richi Nayak
2021	J	`jnl`	Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. IEEE Trans. Knowl. Data Eng. Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen, Yu-Chu Tian
2021	Misc	`ed.`	Data Mining - 19th Australasian Conference on Data Mining, AusDM, Brisbane, QLD, Australia, December 14-15, 2021, Proceedings AusDM Yue Xu, X. Rosalind Wang, Anton R. Lord, Yee Ling Boo, Richi Nayak, Yanchang Zhao, Graham J. Williams
2021	J	`jnl`	DeLTa: Deep local pattern representation for time-series clustering and classification using visual perception. Knowl. Based Syst. Gaurangi Anand, Richi Nayak
2021	Misc	`conf`	Deep Learning for Bias Detection: From Inception to Deployment. AusDM Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
2021	J	`jnl`	Deep Learning for Bias Detection: From Inception to Deployment. CoRR Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
2021	J	`jnl`	Discovering cluster evolution patterns with the Cluster Association-aware matrix factorization. Knowl. Inf. Syst. Wathsala Anupama Mohotti, Richi Nayak
2021	Misc	`conf`	Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. AusDM Duoyi Zhang, Richi Nayak, Md. Abul Bashar
2021	J	`jnl`	Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization. Soc. Netw. Anal. Min. Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar
2021	Misc	`conf`	Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. AusDM Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
2021	J	`jnl`	Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. CoRR Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
2021	J	`jnl`	Mining discriminative itemsets in data streams using the tilted-time window model. Knowl. Inf. Syst. Majid Seyfi, Richi Nayak, Yue Xu, Shlomo Geva
2021	—	`conf`	NOCOL - Nonnegative Orthogonal Constraint Outlier Learning. WISE (2) Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Richi Nayak, Chau Yuen
2021	Misc	`conf`	Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study. AusDM Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
2021	J	`jnl`	Nonnegative Matrix Factorization to understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study. CoRR Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
2021	Misc	`conf`	PostMatch: A Framework for Efficient Address Matching. AusDM Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere
2021	J	`jnl`	Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts. Soc. Netw. Anal. Min. Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam
2021	J	`jnl`	Unsupervised Visual Time-Series Representation Learning and Clustering. CoRR Gaurangi Anand, Richi Nayak
2020	A*	`conf`	A Novel Approach to Learning Consensus and Complementary Information for Multi-View Data Clustering. ICDE Khanh Luong, Richi Nayak
2020	—	`conf`	Adaptive Data Replication Optimization Based on Reinforcement Learning. SSCI Chee Keong Wee, Richi Nayak
2020	J	`jnl`	Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. CoRR Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2020	—	`conf`	Deep Hierarchical Non-negative Matrix Factorization for Clustering Short Text. ICONIP (2) Wathsala Anupama Mohotti, Richi Nayak
2020	—	`conf`	Discovering Communities with SGNS Modelling-based Network connections and Text communications Clustering. SSCI Wathsala Anupama Mohotti, Richi Nayak
2020	J	`jnl`	Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. CoRR Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2020	J	`jnl`	Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. ACM Trans. Knowl. Discov. Data Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2020	J	`jnl`	Efficient Outlier Detection in Text Corpus Using Rare Frequency and Ranking. ACM Trans. Knowl. Discov. Data Wathsala Anupama Mohotti, Richi Nayak
2020	J	`jnl`	Learning Inter- and Intra-manifolds for Matrix Factorization-based Multi-Aspect Data Clustering. CoRR Khanh Luong, Richi Nayak
2020	J	`jnl`	Misogynistic Tweet Detection: Modelling CNN with Small Datasets. CoRR Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
2020	J	`jnl`	PaperMiner - a real-time spatiotemporal visualization for newspaper articles. Digit. Scholarsh. Humanit. Sangeetha Kutty, Richi Nayak, Paul Turnbull, Ron Chernich, Gavin Kennedy, Kerry Raymond
2020	J	`jnl`	Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty. CoRR Md. Abul Bashar, Kieren Astin-Walmsley, Kerina Heath, Richi Nayak
2020	J	`jnl`	QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. CoRR Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	Reducing redundancy of test cases generation using code smell detection and refactoring. J. King Saud Univ. Comput. Inf. Sci. Rosziati Ibrahim, Maryam Ahmed, Richi Nayak, Sapiee Jamel
2020	J	`jnl`	Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set. Knowl. Inf. Syst. Md. Abul Bashar, Richi Nayak, Nicolas Suzor
2020	—	`conf`	TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. SSCI Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. CoRR Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. CoRR Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2020	—	`conf`	Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. SSCI Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
2020	J	`jnl`	Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. CoRR Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
2020	—	`conf`	Unsupervised Visual Time-Series Representation Learning and Clustering. ICONIP (5) Gaurangi Anand, Richi Nayak
2019	J	`jnl`	A novel machine learning approach for database exploitation detection and privilege control. J. Inf. Telecommun. Chee Keong Wee, Richi Nayak
2019	C	`conf`	Adaptive Database's Performance Tuning Based on Reinforcement Learning. PKAW Chee Keong Wee, Richi Nayak
2019	J	`jnl`	Adaptive load forecasting using reinforcement learning with database technology. J. Inf. Telecommun. Chee Keong Wee, Richi Nayak
2019	—	`conf`	Concept Mining in Online Forums Using Self-corpus-Based Augmented Text Clustering. PRICAI (1) Wathsala Anupama Mohotti, Darren Christopher Lukas, Richi Nayak
2019	Misc	`conf`	Data Replication Optimization Using Simulated Annealing. AusDM Chee Keong Wee, Richi Nayak
2019	J	`jnl`	FCMiner: mining functional communities in social networks. Soc. Netw. Anal. Min. T. M. G. Tennakoon, Richi Nayak
2019	A*	`conf`	Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods. WWW A. B. M. Moniruzzaman, Richi Nayak, Maolin Tang, Balasubramaniam Thirunavukarasu
2019	J	`jnl`	MH-DAGMiner: maximal hierarchical sub-DAG mining in directed weighted networks. Knowl. Inf. Syst. T. M. G. Tennakoon, Richi Nayak
2019	—	`conf`	Multi-type Relational Data Clustering for Community Detection by Exploiting Content and Structure Information in Social Networks. PRICAI (2) Tennakoon Mudiyanselage Gayani Tennakoon, Khanh Luong, Wathsala Anupama Mohotti, Sharma Chakravarthy, Richi Nayak
2019	J	`jnl`	Parallel K-Tree: A multicore, multinode solution to extreme clustering. Future Gener. Comput. Syst. Alan Woodley, Ling-Xiang Tang, Shlomo Geva, Richi Nayak, Timothy Chappell
2019	—	`conf`	QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. FIRE (Working Notes) Md. Abul Bashar, Richi Nayak
2019	—	`conf`	Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining. PRICAI (2) Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2019	B	`conf`	Transfer Learning via Feature Selection Based Nonnegative Matrix Factorization. WISE Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2019	J	`jnl`	Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach. IEEE Trans. Comput. Soc. Syst. Marakkalage Sumudu Hasala, Serhad Sarica, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Jianxi Luo, Richi Nayak
2018	B	`conf`	A Concise Social Network Representation with Flow Hierarchy Using Frequent Interactions. ICTAI T. M. G. Tennakoon, Richi Nayak
2018	—	`conf`	A Novel Database Exploitation Detection and Privilege Control System Using Data Mining. ACIIDS (Extended Posters) Chee Keong Wee, Richi Nayak
2018	Misc	`conf`	A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating. AusDM Hendi Lie, Darren Lukas, Jonathan Liebig, Richi Nayak
2018	—	`conf`	A Novel Load Forecasting System Leveraging Database Technology. ACIIDS (Extended Posters) Chee Keong Wee, Richi Nayak
2018	—	`conf`	A Novel Technique of Using Coupled Matrix and Greedy Coordinate Descent for Multi-view Data Representation. WISE (2) Khanh Luong, Balasubramaniam Thirunavukarasu, Richi Nayak
2018	Misc	`conf`	An Approach to Compress and Represents Time Series Data and Its Application in Electric Power Utilities. AusDM Chee Keong Wee, Richi Nayak
2018	—	`conf`	An Efficient Ranking-Centered Density-Based Document Clustering Method. PAKDD (3) Wathsala Anupama Mohotti, Richi Nayak
2018	B	`conf`	Contextual Anomaly Detection in Spatio-Temporal Data Using Locally Dense Regions. ICTAI Gaurangi Anand, Richi Nayak
2018	B	`conf`	Corpus-Based Augmented Media Posts with Density-Based Clustering for Community Detection. ICTAI Wathsala Anupama Mohotti, Richi Nayak
2018	B	`conf`	Discovering Influence Hierarchy Based on Frequent Social Interactions. ASONAM T. M. G. Tennakoon, Richi Nayak
2018	J	`jnl`	Fine-grained document clustering via ranking and its application to social media analytics. Soc. Netw. Anal. Min. Taufik Sutanto, Richi Nayak
2018	A*	`conf`	Learning Association Relationship and Accurate Geometric Structures for Multi-Type Relational Data. ICDE Khanh Luong, Richi Nayak
2018	Misc	`conf`	Misogynistic Tweet Detection: Modelling CNN with Small Datasets. AusDM Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
2018	—	`conf`	Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining. LOD Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2018	C	`conf`	Organizing Visions in Online Social Networks: The Role of Community Heterogeneity and Real-time Engagement. ICIS Malmi Amadoru, Erwin Fielt, Marek Kowalkiewicz, Richi Nayak
2018	—	`conf`	Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization. ICDM Workshops Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
2017	B	`conf`	Efficient mining of discriminative itemsets. WI Majid Seyfi, Richi Nayak, Yue Xu, Shlomo Geva
2017	J	`jnl`	Extracting Point of Interest and Classifying Environment for Low Sampling Crowd Sensing Smartphone Sensor Data. CoRR Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak
2017	—	`conf`	Extracting point of interest and classifying environment for low sampling crowd sensing smartphone sensor data. PerCom Workshops Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak
2017	—	`conf`	Identifying Points of Interest for Elderly in Singapore through Mobile Crowdsensing. SMARTGREENS Marakkalage Sumudu Hasala, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak
2017	—	`conf`	Spatial Information Recognition in Web Documents Using a Semi-supervised Machine Learning Method. WISE (1) Hendi Lie, Richi Nayak, Gordon F. Wyeth
2017	—	`conf`	Using web services to fuse remote sensing and multimedia data repositories. ACSW Alan Woodley, Timothy Chappell, Shlomo Geva, Richi Nayak
2016	Misc	`conf`	Efficient Feature Selection and Nearest Neighbour Search for Hyperspectral Image Classification. DICTA Alan Woodley, Timothy Chappell, Shlomo Geva, Richi Nayak
2016	A	`conf`	How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model. WSDM Noor Ifada, Richi Nayak
2016	—	`conf`	Introducing the Sky and the Social Eye. MediaEval Alan Woodley, Shlomo Geva, Richi Nayak, Timothy Chappell
2016	—	`conf`	Using parallel hierarchical clustering to address spatial big data challenges. IEEE BigData Alan Woodley, Ling-Xiang Tang, Shlomo Geva, Richi Nayak, Timothy Chappell
2016	A*	`conf`	WIMBY: What's in My Backyard? ACM Multimedia Michael Dorkhom, Alan Woodley, Shlomo Geva, Richi Nayak
2015	—	`conf`	Do-Rank: DCG Optimization for Learning-to-Rank in Tag-Based Item Recommendation Systems. PAKDD (2) Noor Ifada, Richi Nayak
2015	—	`conf`	Finding Within-Organisation Spatial Information on the Web. Australasian Conference on Artificial Intelligence Jun Hou, Ruth Schulz, Gordon F. Wyeth, Richi Nayak
2015	—	`conf`	FreeS: A Fast Algorithm to Discover Frequent Free Subtrees Using a Novel Canonical Form. WISE (1) Israt Jahan Chowdhury, Richi Nayak
2015	J	`jnl`	Injury narrative text classification using factorization model. BMC Medical Informatics Decis. Mak. Lin Chen, Kirsten Vallmuur, Richi Nayak
2015	A*	`conf`	Parallel Streaming Signature EM-tree: A Clustering Algorithm for Web Scale Applications. WWW Christopher Michael De Vries, Lance De Vine, Shlomo Geva, Richi Nayak
2015	J	`jnl`	Parallel Streaming Signature EM-tree: A Clustering Algorithm for Web Scale Applications. CoRR Christopher M. De Vries, Lance De Vine, Shlomo Geva, Richi Nayak
2015	A*	`conf`	Robust clustering of multi-type relational data via a heterogeneous manifold ensemble. ICDE Jun Hou, Richi Nayak
2015	—	`conf`	Semi-supervised Document Clustering via Loci. WISE (2) Taufik Sutanto, Richi Nayak
2015	—	`conf`	Understanding People Relationship: Analysis of Digitised Historical Newspaper Articles. Australasian Conference on Artificial Intelligence Sharon Torao-Pingi, Richi Nayak
2014	Misc	`conf`	A Case Study of Utilising Concept Knowledge in a Topic Specific Document Collection. AusDM Gavin Shaw, Richi Nayak
2014	A	`conf`	A Two-Stage Item Recommendation Method Using Probabilistic Ranking with Reconstructed Tensor Model. UMAP Noor Ifada, Richi Nayak
2014	J	`jnl`	A people-to-people matching system using graph mining techniques. World Wide Web Sangeetha Kutty, Richi Nayak, Lin Chen
2014	Misc	`conf`	An Efficient Tagging Data Interpretation and Representation Scheme for Item Recommendation. AusDM Noor Ifada, Richi Nayak
2014	B	`conf`	BEST: An Efficient Algorithm for Mining Frequent Unordered Embedded Subtrees. PRICAI Israt Jahan Chowdhury, Richi Nayak
2014	—	`conf`	BOSTER: An Efficient Algorithm for Mining Frequent Unordered Induced Subtrees. WISE (1) Israt Jahan Chowdhury, Richi Nayak
2014	—	`conf`	Clustering and Labeling a Web Scale Document Collection using Wikipedia clusters. Web-KRM@CIKM Richi Nayak, Rachel Mills, Christopher M. De Vries, Shlomo Geva
2014	Misc	`conf`	Detecting Digital Newspaper Duplicates with Focus on eliminating OCR errors. AusDM Yeshey Peden, Richi Nayak
2014	Misc	`conf`	Identifying Product Families Using Data Mining Techniques in Manufacturing Paradigm. AusDM Israt Jahan Chowdhury, Richi Nayak
2014	—	`conf`	Injury Narrative Text Classification: A Preliminary Study. DTMBIO@CIKM Lin Chen, Kirsten Vallmuur, Richi Nayak
2014	—	`conf`	Mining Discriminative Itemsets in Data Streams. WISE (1) Majid Seyfi, Shlomo Geva, Richi Nayak
2014	—	`conf`	Ranking Based Clustering for Social Event Detection. MediaEval Taufik Sutanto, Richi Nayak
2014	—	`conf`	Tensor-based item recommendation using probabilistic ranking in social tagging systems. WWW (Companion Volume) Noor Ifada, Richi Nayak
2014	—	`conf`	The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection. DASFAA (2) Taufik Sutanto, Richi Nayak
2014	—	`conf`	Two-way Recommendation Methods for Social Networks. PIKM@CIKM Richi Nayak
2013	—	`conf`	A Novel Method for Finding Similarities between Unordered Trees Using Matrix Data Model. WISE (1) Israt Jahan Chowdhury, Richi Nayak
2013	—	`conf`	A Reciprocal Collaborative Method Using Relevance Feedback and Feature Importance. Web Intelligence Lin Chen, Richi Nayak
2013	—	`conf`	A Recommendation Approach Dealing with Multiple Market Segments. Web Intelligence Lin Chen, Richi Nayak
2013	B	`conf`	A Rule-Based Hybrid Method for Anomaly Detection in Online-Social-Network Graphs. ICTAI Reza Hassanzadeh, Richi Nayak
2013	J	`jnl`	A data analytics case study assessing factors affecting pavement deflection values. Int. J. Bus. Intell. Data Min. Majid Seyfi, Rakesh Rawat, Justin Weligamage, Richi Nayak
2013	A*	`conf`	A data mining driven risk profiling method for road asset management. KDD Daniel Emerson, Justin Weligamage, Richi Nayak
2013	Misc	`conf`	A semi-supervised graph-based algorithm for detecting outliers in online-social-networks. SAC Reza Hassanzadeh, Richi Nayak
2013	—	`conf`	ADMRG @ MediaEval 2013 Social Event Detection. MediaEval Taufik Sutanto, Richi Nayak
2013	—	`conf`	The Heterogeneous Cluster Ensemble Method Using Hubness for Clustering Text Documents. WISE (1) Jun Hou, Richi Nayak
2013	Misc	`conf`	Users segmentations for recommendation. SAC Lin Chen, Richi Nayak, Sangeetha Kutty, Yue Xu
2012	Misc	`conf`	A common neighbour based two-way collaborative recommendation method. SAC Lin Chen, Richi Nayak, Yue Xu
2012	C	`conf`	A data analytics application assessing pavement deflection factors for a road network. iiWAS Richi Nayak, Rakesh Rawat, Justin Weligamage
2012	Misc	`conf`	A people-to-people recommendation system using tensor space models. SAC Sangeetha Kutty, Lin Chen, Richi Nayak
2012	B	`conf`	Analyzing the Effectiveness of Graph Metrics for Anomaly Detection in Online Social Networks. WISE Reza Hassanzadeh, Richi Nayak, Douglas Stebila
2012	J	`jnl`	Discovering interesting information with advances in web technology. SIGKDD Explor. Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna S. Varde
2012	Misc	`conf`	Finding additional semantic entity information for search engines. ADCS Jun Hou, Richi Nayak, Jinglan Zhang
2012	B	`conf`	Grouping people in social networks using a weighted multi-constraints clustering method. FUZZ-IEEE Slah Alsaleh, Richi Nayak, Yue Xu
2012	J	`jnl`	Leveraging the network information for evaluating answer quality in a collaborative question answering portal. Soc. Netw. Anal. Min. Lin Chen, Richi Nayak
2011	B	`conf`	A Recommendation Method for Online Dating Networks Based on Social Relations and Demographic Information. ASONAM Lin Chen, Richi Nayak, Yue Xu
2011	C	`conf`	Aggregate Distance Based Clustering Using Fibonacci Series-FIBCLUS. APWeb Rakesh Rawat, Richi Nayak, Yuefeng Li, Slah Alsaleh
2011	—	`conf`	Assessment of Cardiovascular Disease Risk Prediction Models: Evaluation Methods. DASFAA (2) Richi Nayak, Ellen Pitt
2011	C	`conf`	Effective Hybrid Recommendation Combining Users-Searches Correlations Using Tensors. APWeb Rakesh Rawat, Richi Nayak, Yuefeng Li
2011	B	`conf`	Finding and Matching Communities in Social Networks Using Data Mining. ASONAM Slah Alsaleh, Richi Nayak, Yue Xu
2011	C	`conf`	Improving Matching Process in Social Network Using Implicit and Explicit User Information. APWeb Slah Alsaleh, Richi Nayak, Yue Xu, Lin Chen
2011	—	`conf`	Improving web database search incorporating users query information. WIMS Rakesh Rawat, Richi Nayak, Yuefeng Li
2011	J	`jnl`	Personalised search - a hybrid approach for web information retrieval and its evaluation. Int. J. Knowl. Web Intell. Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain
2011	J	`jnl`	Report on INEX 2010. SIGIR Forum David Alexander, Paavo Arvola, Thomas Beckers, Patrice Bellot, Timothy Chappell, Christopher M. De Vries, Antoine Doucet, Norbert Fuhr, Shlomo Geva, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Andrea Tagarelli, Xavier Tannier, James A. Thom, Andrew Trotman, Johanna Vainio, Qiuyue Wang, Chen Wu
2011	B	`conf`	Road crash proneness prediction using data mining. EDBT Richi Nayak, Daniel Emerson, Justin Weligamage, Noppadol Piyatrapoomi
2011	—	`conf`	Social network analysis of an online dating network. C&T Lin Chen, Richi Nayak
2011	J	`jnl`	The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective CoRR Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart
2011	B	`conf`	The hidden web, XML and the Semantic Web: scientific data management perspectives. EDBT Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart
2011	—	`conf`	Utilizing Past Relations and User Similarities in a Social Matching System. PAKDD (2) Richi Nayak
2011	—	`conf`	XML Documents Clustering Using a Tensor Space Model. PAKDD (1) Sangeetha Kutty, Richi Nayak, Yuefeng Li
2011	J	`jnl`	XML data clustering: An overview. ACM Comput. Surv. Alsayed Algergawy, Marco Mesiti, Richi Nayak, Gunter Saake
2010	—	`conf`	A Hybrid Approach of Personalized Web Information Retrieval. Web Intelligence Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain
2010	—	`conf`	A Social Matching System for an Online Dating Network: A Preliminary Study. ICDM Workshops Richi Nayak, Meng Zhang, Lin Chen
2010	B	`conf`	Combining Schema and Level-Based Matching for Web Service Discovery. ICWE Alsayed Algergawy, Richi Nayak, Norbert Siegmund, Veit Köppen, Gunter Saake
2010	—	`conf`	Connecting users and items with weighted tags for personalized item recommendations. HT Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak, Xiaohui Tao
2010	J	`jnl`	Element similarity measures in XML schema matching. Inf. Sci. Alsayed Algergawy, Richi Nayak, Gunter Saake
2010	—	`conf`	Evaluation of a hybrid approach of personalized web information retrieval using the FIRE data set. A2CWiC Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain
2010	—	`conf`	Improving Matching Process in Social Network. ICDM Workshops Lin Chen, Richi Nayak, Yue Xu
2010	—	`conf`	Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents. INEX Christopher M. De Vries, Richi Nayak, Sangeetha Kutty, Shlomo Geva, Andrea Tagarelli
2010	A	`conf`	Personalized recommender system based on item taxonomy and folksonomy. CIKM Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak
2010	—	`conf`	Recommender System Framework Using Clustering and Collaborative Filtering. ICETET Namita Mittal, Richi Nayak, Mahesh Chandra Govil, Kamal Chand Jain
2010	J	`jnl`	Report on INEX 2009. SIGIR Forum Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries
2010	—	`conf`	Semantics-Based Web Service Discovery Using Information Retrieval Techniques. INEX Jun Hou, Jinglan Zhang, Richi Nayak, Aishwarya Bose
2010	—	`conf`	Theoretical Model of User Acceptance: In the View of Measuring Success in Web Personalization. HCIS Mohd Afandi Md Amin, Richi Nayak
2010	—	`conf`	XML Documents Clustering Using Tensor Space Model -- A Preliminary Study. ICDM Workshops Sangeetha Kutty, Richi Nayak, Yuefeng Li
2009	—	`ch.`	Discovering Knowledge from XML Documents. Encyclopedia of Data Warehousing and Mining Richi Nayak
2009	J	`jnl`	Generating rules with predicates, terms and variables from the pruned neural networks. Neural Networks Richi Nayak
2009	B	`conf`	HCX: an efficient hybrid clustering approach for XML documents. ACM Symposium on Document Engineering Sangeetha Kutty, Richi Nayak, Yuefeng Li
2009	B	`conf`	Knowledge Discovery over the Deep Web, Semantic Web and XML. DASFAA Aparna S. Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart
2009	—	`conf`	Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents. INEX Richi Nayak, Christopher M. De Vries, Sangeetha Kutty, Shlomo Geva, Ludovic Denoyer, Patrick Gallinari
2009	—	`conf`	Personalized Recommender Systems Integrating Social Tags and Item Taxonomy. Web Intelligence Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak, Li-Tung Weng
2009	—	`conf`	Tag Based Collaborative Filtering for Recommender Systems. RSKT Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak
2009	B	`conf`	Thai Word Segmentation with Hidden Markov Model and Decision Tree. PAKDD Poramin Bheganan, Richi Nayak, Yue Xu
2009	—	`ch.`	Towards Information Enrichment through Recommendation Sharing. Data Mining and Multi-agent Integration Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2009	—	`conf`	Utilising Semantic Tags in XML Clustering. INEX Sangeetha Kutty, Richi Nayak, Yuefeng Li
2009	A	`conf`	XCFS: an XML documents clustering approach using both the structure and the content. CIKM Sangeetha Kutty, Richi Nayak, Yuefeng Li
2009	—	`conf`	XML Schema Element Similarity Measures: A Schema Matching Context. OTM Conferences (2) Alsayed Algergawy, Richi Nayak, Gunter Saake
2008	B	`conf`	A User Driven Data Mining Process Model and Learning System. DASFAA Esther Ge, Richi Nayak, Yue Xu, Yuefeng Li
2008	J	`jnl`	A knowledge retrieval model using ontology mining and user profiling. Integr. Comput. Aided Eng. Xiaohui Tao, Yuefeng Li, Richi Nayak
2008	—	`conf`	An Efficient Neighbourhood Estimation Technique for Making Recommendations. ICEIS Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2008	B	`conf`	An Interactive Predictive Data Mining System for Informed Decision. DASFAA Esther Ge, Richi Nayak
2008	—	`conf`	An Ontology-Based Framework for Knowledge Retrieval. Web Intelligence Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak
2008	—	`conf`	Clustering XML Documents Using Frequent Subtrees. INEX Sangeetha Kutty, Tien Tran, Richi Nayak, Yuefeng Li
2008	Misc	`conf`	Clustering and Classification of Maintenance Logs using Text Data Mining. AusDM Brett Edwards, Michael Zatorsky, Richi Nayak
2008	—	`conf`	Collaborative Filtering Recommender Systems Using Tag Information. Web Intelligence/IAT Workshops Huizhi Liang, Yue Xu, Yuefeng Li, Richi Nayak
2008	Misc	`conf`	Combining Structure and Content Similarities for XML Document Clustering. AusDM Tien Tran, Richi Nayak, Peter Bruza
2008	J	`jnl`	Data Mining in Web Services Discovery and Monitoring. Int. J. Web Serv. Res. Richi Nayak
2008	—	`conf`	Efficient Neighbourhood Estimation for Recommendation Making. ICEIS (4) Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2008	—	`conf`	Expertise Analysis in a Question Answer Portal for Author Ranking. Web Intelligence Lin Chen, Richi Nayak
2008	—	`conf`	Exploiting Item Taxonomy for Solving Cold-Start Problem in Recommendation Making. ICTAI (2) Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2008	J	`jnl`	Fast and effective clustering of XML data using structural information. Knowl. Inf. Syst. Richi Nayak
2008	—	`conf`	Improve Recommendation Quality with Item Taxonomic Information. ICEIS Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2008	B	`conf`	Improving Web Service Discovery by Using Semantic Models. WISE Aishwarya Bose, Richi Nayak, Peter Bruza
2008	—	`conf`	Link-the-Wiki: Performance Evaluation Based on Frequent Phrases. INEX Mao-Lung (Edward) Chen, Richi Nayak, Shlomo Geva
2008	—	`conf`	Utilizing the Structure and Content Information for XML Document Clustering. INEX Tien Tran, Sangeetha Kutty, Richi Nayak
2008	—	`conf`	Web Information Recommendation Making Based on Item Taxonomy. ICEIS (4) Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2007	—	`conf`	A Case Study of Failure Mode Analysis with Text Mining Methods. AIDM Lin Chen, Richi Nayak
2007	—	`conf`	A Novel Cluster Center Estimation Algorithm with Hybrid Partitional Clustering. DMIN Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2007	J	`jnl`	A Progressive Clustering Algorithm to Group the XML Data by Structural and Semantic Similarity. Int. J. Pattern Recognit. Artif. Intell. Richi Nayak, Tien Tran
2007	—	`conf`	Clustering XML Documents Using Closed Frequent Subtrees: A Structural Similarity Approach. INEX Sangeetha Kutty, Tien Tran, Richi Nayak, Yuefeng Li
2007	—	`conf`	Document Clustering Using Incremental and Pairwise Approaches. INEX Tien Tran, Richi Nayak, Peter Bruza
2007	—	`conf`	Improving Recommendation Novelty Based on Topic Taxonomy. Web Intelligence/IAT Workshops Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2007	J	`jnl`	Mining world knowledge for analysis of search engine content. Web Intell. Agent Syst. John D. King, Yuefeng Li, Xiaohui Tao, Richi Nayak
2007	—	`conf`	Ontology Mining for PersonalizedWeb Information Gathering. Web Intelligence Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak
2007	C	`conf`	Ontology Mining for Semantic Interpretation of Information Needs. KSEM Xiaohui Tao, Yuefeng Li, Richi Nayak
2007	Misc	`conf`	PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees. AusDM Sangeetha Kutty, Richi Nayak, Yuefeng Li
2007	—	`conf`	Temporal Pattern Matching for the Prediction of Stock Prices. AIDM Richi Nayak, Paul te Braak
2007	—	`conf`	The Use of Various Data Mining and Feature Selection Methods in the Analysis of a Population Survey Dataset. AIDM Ellen Pitt, Richi Nayak
2007	—	`conf`	Web Service Discovery with additional Semantics and Clustering. Web Intelligence Richi Nayak, Bryan Lee
2007	J	`jnl`	XML schema clustering with semantic and hierarchical similarity measures. Knowl. Based Syst. Richi Nayak, Wina Iryadi
2006	—	`conf`	A Fair Peer Selection Algorithm for an Ecommerce-Oriented Distributed Recommender System. AMT Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2006	—	`conf`	A Web data extraction approach to harvesting data from online sources. AMT Richi Nayak, Magnus Haugaasen
2006	—	`conf`	Automatically Acquiring Training Sets for Web Information Gathering. Web Intelligence Xiaohui Tao, Yuefeng Li, Ning Zhong, Richi Nayak
2006	Misc	`conf`	Data Mining For Lifetime Prediction of Metallic Components. AusDM Esther Ge, Richi Nayak, Yue Xu, Yuefeng Li
2006	Misc	`conf`	Data Mining in Conceptualising Active Ageing. AusDM Richi Nayak, Laurie Buys, Jan Lovie-Kitchin
2006	—	`conf`	Distributed Recommender Profiling and Selection with Gittins Indices. Web Intelligence Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2006	—	`conf`	Evaluating the Performance of XML Document Clustering by Structure Only. INEX Tien Tran, Richi Nayak
2006	—	`conf`	Influencing Factors in Achieving Active Ageing. ICDM Workshops Richi Nayak, Laurie Buys, Jan Lovie-Kitchin
2006	—	`conf`	Investigating Semantic Measures in XML Clustering. Web Intelligence Richi Nayak
2006	—	`ed.`	Knowledge Discovery from XML Documents, First International Workshop, KDXD 2006, Singapore, April 9, 2006, Proceedings KDXD Richi Nayak, Mohammed Javeed Zaki
2006	—	`conf`	Process of applying data mining techniques to XML data. AMT Richi Nayak
2006	—	`ch.`	Use of Data Mining in System Development Life Cycle. Selected Papers from AusDM Richi Nayak, Tian Qiu
2006	B	`conf`	XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents. PAKDD Richi Nayak, Sumei Xu
2006	C	`conf`	XMine: A Methodology for Mining XML Structure. APWeb Richi Nayak, Wina Iryadi
2005	J	`jnl`	A Data Mining Application Analysis of Problems Occurring during a Software Project Development Process. Int. J. Softw. Eng. Knowl. Eng. Richi Nayak, Tian Qiu
2005	—	`conf`	An Improvement to Collaborative Filtering for Recommender Systems. CIMCA/IAWTIC Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak
2005	—	`ch.`	Data Mining and Mobile Business Data. Encyclopedia of Information Science and Technology (II) Richi Nayak
2005	C	`conf`	Generating Predicate Rules from Neural Networks. IDEAL Richi Nayak
2005	—	`ch.`	Wireless Technologies to Enable Electronic Business. Encyclopedia of Information Science and Technology (V) Richi Nayak
2005	—	`conf`	XML Documents Clustering by Structures. INEX Richi Nayak, Sumei Xu
2004	B	`conf`	Applications of Data Mining in Web Services. WISE Richi Nayak, Cindy Tong
2004	C	`conf`	Automatic integration of Heterogenous XML-schemas. iiWAS Richi Nayak, Fu Bo Xia
2002	—	`conf`	Data Mining and XML Documents. International Conference on Internet Computing Richi Nayak, Rebecca Witt, Anton Tonev