Masud Moshtaghi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 28

Top Venues

UMAP

Int. J. Intell. Syst.

IJCAI

CoRR

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
Controlled Text Generation with Hidden Representation Transformations. CoRR (2023)
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
Controlled Text Generation with Hidden Representation Transformations. ACL (Findings) (2023)
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, James C. Bezdek, Lars Kulik, Christopher Leckie
Shape-Sphere: A metric space for analysing time series by their shape. Inf. Sci. 582 (2022)
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Christopher Leckie, Lars Kulik
An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data. IEEE Trans. Cybern. 52 (6) (2022)
Masoomeh Zameni, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao
Unsupervised online change point detection in high-dimensional time series. Knowl. Inf. Syst. 62 (2) (2020)
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
Online cluster validity indices for performance monitoring of streaming data clustering. Int. J. Intell. Syst. 34 (4) (2019)
Masud Moshtaghi
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages. EMNLP/IJCNLP (1) (2019)
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
Online Cluster Validity Indices for Streaming Data. CoRR (2018)
Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
Online Clustering for Evolving Data Streams with Online Anomaly Detection. PAKDD (2) (2018)
Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao
Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. ECML/PKDD (3) (2018)
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood, Trevor Cohn
Multi-step prediction with missing smart sensor data using multi-task Gaussian processes. IEEE BigData (2017)
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood
PSF+ - Fast and improved electricity consumption prediction in campus environments. SmartGridComm (2017)
Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek
Exponentially Weighted Ellipsoidal Model for Anomaly Detection. Int. J. Intell. Syst. 32 (9) (2017)
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. AAAI (2017)
Ingrid Zukerman, Andisheh Partovi, Kai Zhan, Nora Hamacher, Julie C. Stout, Masud Moshtaghi
A Game for Eliciting Trust Between People and Devices Under Diverse Performance Conditions. CGW@IJCAI (2017)
Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
An Efficient Method for Anomaly Detection in Non-Stationary Data Streams. GLOBECOM (2017)
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood, Trevor Cohn
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression. IJCAI (2017)
Masoomeh Zameni, Masud Moshtaghi, Christopher Leckie
Efficient query processing on road traffic network. PerCom Workshops (2016)
Masud Moshtaghi, Christopher Leckie, James C. Bezdek
Online Clustering of Multivariate Time-series. SDM (2016)
Kai Zhan, Ingrid Zukerman, Masud Moshtaghi, Gwyneth Rees
Eliciting Users' Attitudes toward Smart Devices. UMAP (2016)
James C. Bezdek, Masud Moshtaghi, Thomas A. Runkler, Christopher Leckie
The Generalized C Index for Internal Fuzzy Cluster Validity. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Lars Kulik, Christopher Leckie
Detecting unseen anomalies in weight training exercises. OZCHI (2016)
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
Robust Domain Generalisation by Enforcing Distribution Invariance. IJCAI (2016)
Ingrid Zukerman, Su Nam Kim, Thomas Kleinbauer, Masud Moshtaghi
Employing distance-based semantics to interpret spoken referring expressions. Comput. Speech Lang. 34 (1) (2015)
Masud Moshtaghi, Ingrid Zukerman
A Utility Model for Tailoring Sensor Networks to Users. UMAP (2015)
Masud Moshtaghi, Ingrid Zukerman, R. Andrew Russell
Statistical models for unobtrusively detecting abnormal periods of inactivity in older adults. User Model. User Adapt. Interact. 25 (3) (2015)
Minh Tuan Doan, Sutharshan Rajasegarar, Mahsa Salehi, Masud Moshtaghi, Christopher Leckie
Profiling Pedestrian Distribution and Anomaly Detection in a Dynamic Environment. CIKM (2015)
Masud Moshtaghi, James C. Bezdek, Christopher Leckie, Shanika Karunasekera, Marimuthu Palaniswami
Evolving Fuzzy Rules for Anomaly Detection in Data Streams. IEEE Trans. Fuzzy Syst. 23 (3) (2015)
Mahsa Salehi, Christopher A. Leckie, Masud Moshtaghi, Tharshan Vaithianathan
A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data Streams. PAKDD (2) (2014)
Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar
An adaptive elliptical anomaly detection model for wireless sensor networks. Comput. Networks 64 (2014)
Su Nam Kim, Ingrid Zukerman, Thomas Kleinbauer, Masud Moshtaghi
A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions. ALTA (2014)
Sutharshan Rajasegarar, Alexander Gluhak, Muhammad Ali Imran, Michele Nati, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami
Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks. Pattern Recognit. 47 (9) (2014)
Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami
Streaming analysis in wireless sensor networks. Wirel. Commun. Mob. Comput. 14 (9) (2014)
Masud Moshtaghi, Ingrid Zukerman
Modeling the Tail of a Hyperexponential Distribution to Detect Abnormal Periods of Inactivity in Older Adults. PRICAI (2014)
Masud Moshtaghi, Ingrid Zukerman, David W. Albrecht, R. Andrew Russell
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity. UMAP (2013)
Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. IJCNN (2012)
Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi
A Support Platform for Event Detection using Social Intelligence. EACL (2012)
Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami
Clustering ellipses for anomaly detection. Pattern Recognit. 44 (1) (2011)
Masud Moshtaghi, Sutharshan Rajasegarar, Christopher Leckie, Shanika Karunasekera
An efficient hyperellipsoidal clustering algorithm for resource-constrained environments. Pattern Recognit. 44 (9) (2011)
Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. ICDM (2011)
James C. Bezdek, Sutharshan Rajasegarar, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami, Timothy C. Havens
Anomaly Detection in Environmental Monitoring Networks [Application Notes]. IEEE Comput. Intell. Mag. 6 (2) (2011)
Shan Suthaharan, Christopher Leckie, Masud Moshtaghi, Shanika Karunasekera, Sutharshan Rajasegarar
Sensor data boundary estimation for anomaly detection in wireless sensor networks. MASS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Masud Moshtaghi