Sensor data boundary estimation for anomaly detection in wireless sensor networks. - Shan Suthaharan; Christopher Leckie; Masud Moshtaghi; Shanika Karunasekera; Sutharshan Rajasegarar (MASS, 2010)

Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. - Masud Moshtaghi; Christopher Leckie; Shanika Karunasekera; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (ICDM, 2011)

Anomaly Detection in Environmental Monitoring Networks [Application Notes]. - James C. Bezdek; Sutharshan Rajasegarar; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami; Timothy C. Havens (IEEE Comput. Intell. Mag., 2011)

Clustering ellipses for anomaly detection. - Masud Moshtaghi; Timothy C. Havens; James C. Bezdek; Laurence Anthony F. Park; Christopher Leckie; Sutharshan Rajasegarar; James M. Keller; Marimuthu Palaniswami (Pattern Recognit., 2011)

An efficient hyperellipsoidal clustering algorithm for resource-constrained environments. - Masud Moshtaghi; Sutharshan Rajasegarar; Christopher Leckie; Shanika Karunasekera (Pattern Recognit., 2011)

Mining Micro-blogs: Opportunities and Challenges. - Yang Liao; Masud Moshtaghi; Bo Han 002; Shanika Karunasekera; Ramamohanarao Kotagiri; Timothy Baldwin; Aaron Harwood; Philippa E. Pattison (Computational Social Networks, 2012)

A Support Platform for Event Detection using Social Intelligence. - Timothy Baldwin; Paul Cook; Bo Han 002; Aaron Harwood; Shanika Karunasekera; Masud Moshtaghi (EACL, 2012)

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. - Sutharshan Rajasegarar; James C. Bezdek; Masud Moshtaghi; Christopher Leckie; Timothy C. Havens; Marimuthu Palaniswami (IJCNN, 2012)

Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity. - Masud Moshtaghi; Ingrid Zukerman; David W. Albrecht; R. Andrew Russell (UMAP, 2013)

Anomaly detection in heterogeneous sensed data. - Masud Moshtaghi (2013)

A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions. - Su Nam Kim; Ingrid Zukerman; Thomas Kleinbauer; Masud Moshtaghi (ALTA, 2014)

A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data Streams. - Mahsa Salehi; Christopher A. Leckie; Masud Moshtaghi; Tharshan Vaithianathan (PAKDD (2), 2014)

Modeling the Tail of a Hyperexponential Distribution to Detect Abnormal Periods of Inactivity in Older Adults. - Masud Moshtaghi; Ingrid Zukerman (PRICAI, 2014)

An adaptive elliptical anomaly detection model for wireless sensor networks. - Masud Moshtaghi; Christopher Leckie; Shanika Karunasekera; Sutharshan Rajasegarar (Comput. Networks, 2014)

Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks. - Sutharshan Rajasegarar; Alexander Gluhak; Muhammad Ali Imran 001; Michele Nati; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami (Pattern Recognit., 2014)

Streaming analysis in wireless sensor networks. - Masud Moshtaghi; James C. Bezdek; Timothy C. Havens; Christopher Leckie; Shanika Karunasekera; Sutharshan Rajasegarar; Marimuthu Palaniswami (Wirel. Commun. Mob. Comput., 2014)

Profiling Pedestrian Distribution and Anomaly Detection in a Dynamic Environment. - Minh Tuan Doan; Sutharshan Rajasegarar; Mahsa Salehi; Masud Moshtaghi; Christopher Leckie (CIKM, 2015)

A Utility Model for Tailoring Sensor Networks to Users. - Masud Moshtaghi; Ingrid Zukerman (UMAP, 2015)

Employing distance-based semantics to interpret spoken referring expressions. - Ingrid Zukerman; Su Nam Kim; Thomas Kleinbauer; Masud Moshtaghi (Comput. Speech Lang., 2015)

Evolving Fuzzy Rules for Anomaly Detection in Data Streams. - Masud Moshtaghi; James C. Bezdek; Christopher Leckie; Shanika Karunasekera; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2015)

Statistical models for unobtrusively detecting abnormal periods of inactivity in older adults. - Masud Moshtaghi; Ingrid Zukerman; R. Andrew Russell (User Model. User Adapt. Interact., 2015)

Robust Domain Generalisation by Enforcing Distribution Invariance. - Sarah M. Erfani; Mahsa Baktashmotlagh; Masud Moshtaghi; Vinh Nguyen; Christopher Leckie; James Bailey 001; Kotagiri Ramamohanarao (IJCAI, 2016)

Detecting unseen anomalies in weight training exercises. - Yousef Kowsar; Masud Moshtaghi; Eduardo Velloso; Lars Kulik; Christopher Leckie (OZCHI, 2016)

Efficient query processing on road traffic network. - Masoomeh Zameni; Masud Moshtaghi; Christopher Leckie (PerCom Workshops, 2016)

Online Clustering of Multivariate Time-series. - Masud Moshtaghi; Christopher Leckie; James C. Bezdek (SDM, 2016)

Eliciting Users' Attitudes toward Smart Devices. - Kai Zhan; Ingrid Zukerman; Masud Moshtaghi; Gwyneth Rees (UMAP, 2016)

The Generalized C Index for Internal Fuzzy Cluster Validity. - James C. Bezdek; Masud Moshtaghi; Thomas A. Runkler; Christopher Leckie (IEEE Trans. Fuzzy Syst., 2016)

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. - Sarah M. Erfani; Mahsa Baktashmotlagh; Masud Moshtaghi; Vinh Nguyen; Christopher Leckie; James Bailey 001; Kotagiri Ramamohanarao (AAAI, 2017)

Multi-step prediction with missing smart sensor data using multi-task Gaussian processes. - Pasan Karunaratne; Masud Moshtaghi; Shanika Karunasekera; Aaron Harwood; Trevor Cohn (IEEE BigData, 2017)

An Efficient Method for Anomaly Detection in Non-Stationary Data Streams. - Milad Chenaghlou; Masud Moshtaghi; Christopher Leckie; Mahsa Salehi (GLOBECOM, 2017)

Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression. - Pasan Karunaratne; Masud Moshtaghi; Shanika Karunasekera; Aaron Harwood; Trevor Cohn (IJCAI, 2017)

A Game for Eliciting Trust Between People and Devices Under Diverse Performance Conditions. - Ingrid Zukerman; Andisheh Partovi; Kai Zhan; Nora Hamacher; Julie C. Stout; Masud Moshtaghi (CGW@IJCAI, 2017)

PSF+ - Fast and improved electricity consumption prediction in campus environments. - Pasan Karunaratne; Masud Moshtaghi; Shanika Karunasekera; Aaron Harwood (SmartGridComm, 2017)

Exponentially Weighted Ellipsoidal Model for Anomaly Detection. - Masud Moshtaghi; Sarah M. Erfani; Christopher Leckie; James C. Bezdek (Int. J. Intell. Syst., 2017)

Online Clustering for Evolving Data Streams with Online Anomaly Detection. - Milad Chenaghlou; Masud Moshtaghi; Christopher Leckie; Mahsa Salehi (PAKDD (2), 2018)

Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. - Masoomeh Zameni; Mengyi He; Masud Moshtaghi; Zahra Ghafoori; Christopher Leckie; James C. Bezdek; Kotagiri Ramamohanarao (ECML/PKDD (3), 2018)

Online Cluster Validity Indices for Streaming Data. - Masud Moshtaghi; James C. Bezdek; Sarah M. Erfani; Christopher Leckie; James Bailey 001 (CoRR, 2018)

Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages. - Masud Moshtaghi (EMNLP/IJCNLP (1), 2019)

Online cluster validity indices for performance monitoring of streaming data clustering. - Masud Moshtaghi; James C. Bezdek; Sarah M. Erfani; Christopher Leckie; James Bailey 001 (Int. J. Intell. Syst., 2019)

Unsupervised online change point detection in high-dimensional time series. - Masoomeh Zameni; Amin Sadri; Zahra Ghafoori; Masud Moshtaghi; Flora D. Salim; Christopher Leckie; Kotagiri Ramamohanarao (Knowl. Inf. Syst., 2020)

Shape-Sphere: A metric space for analysing time series by their shape. - Yousef Kowsar; Masud Moshtaghi; Eduardo Velloso; James C. Bezdek; Lars Kulik; Christopher Leckie (Inf. Sci., 2022)

An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data. - Yousef Kowsar; Masud Moshtaghi; Eduardo Velloso; Christopher Leckie; Lars Kulik (IEEE Trans. Cybern., 2022)

Controlled Text Generation with Hidden Representation Transformations. - Vaibhav Kumar; Hana Koorehdavoudi; Masud Moshtaghi; Amita Misra; Ankit Chadha; Emilio Ferrara (ACL (Findings), 2023)