Masud Moshtaghi

45 papers A* 4A 6B 4Misc 2Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
APEX-EM: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodic Experience Replay.
CoRR
Pratyay Banerjee, Masud Moshtaghi, Ankit Chadha
2023 — conf
Controlled Text Generation with Hidden Representation Transformations.
ACL (Findings)
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
2023 J jnl
Controlled Text Generation with Hidden Representation Transformations.
CoRR
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
2022 J jnl
An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data.
IEEE Trans. Cybern.
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Christopher Leckie, Lars Kulik
2022 J jnl
Shape-Sphere: A metric space for analysing time series by their shape.
Inf. Sci.
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, James C. Bezdek, Lars Kulik, Christopher Leckie
2020 J jnl
Unsupervised online change point detection in high-dimensional time series.
Knowl. Inf. Syst.
Masoomeh Zameni, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao
2019 J jnl
Online cluster validity indices for performance monitoring of streaming data clustering.
Int. J. Intell. Syst.
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2019 — conf
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages.
EMNLP/IJCNLP (1)
Masud Moshtaghi
2018 J jnl
Online Cluster Validity Indices for Streaming Data.
CoRR
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2018 — conf
Online Clustering for Evolving Data Streams with Online Anomaly Detection.
PAKDD (2)
Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
2018 — conf
Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability.
ECML/PKDD (3)
Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao
2017 — conf
A Game for Eliciting Trust Between People and Devices Under Diverse Performance Conditions.
CGW@IJCAI
Ingrid Zukerman, Andisheh Partovi, Kai Zhan, Nora Hamacher, Julie C. Stout, Masud Moshtaghi
2017 B conf
An Efficient Method for Anomaly Detection in Non-Stationary Data Streams.
GLOBECOM
Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
2017 J jnl
Exponentially Weighted Ellipsoidal Model for Anomaly Detection.
Int. J. Intell. Syst.
Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek
2017 A* conf
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach.
AAAI
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2017 A* conf
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression.
IJCAI
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood, Trevor Cohn
2017 — conf
Multi-step prediction with missing smart sensor data using multi-task Gaussian processes.
IEEE BigData
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood, Trevor Cohn
2017 — conf
PSF+ - Fast and improved electricity consumption prediction in campus environments.
SmartGridComm
Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood
2016 Misc conf
Detecting unseen anomalies in weight training exercises.
OZCHI
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Lars Kulik, Christopher Leckie
2016 — conf
Efficient query processing on road traffic network.
PerCom Workshops
Masoomeh Zameni, Masud Moshtaghi, Christopher Leckie
2016 A conf
Eliciting Users' Attitudes toward Smart Devices.
UMAP
Kai Zhan, Ingrid Zukerman, Masud Moshtaghi, Gwyneth Rees
2016 A conf
Online Clustering of Multivariate Time-series.
SDM
Masud Moshtaghi, Christopher Leckie, James C. Bezdek
2016 A* conf
Robust Domain Generalisation by Enforcing Distribution Invariance.
IJCAI
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2016 J jnl
The Generalized C Index for Internal Fuzzy Cluster Validity.
IEEE Trans. Fuzzy Syst.
James C. Bezdek, Masud Moshtaghi, Thomas A. Runkler, Christopher Leckie
2015 A conf
A Utility Model for Tailoring Sensor Networks to Users.
UMAP
Masud Moshtaghi, Ingrid Zukerman
2015 J jnl
Employing distance-based semantics to interpret spoken referring expressions.
Comput. Speech Lang.
Ingrid Zukerman, Su Nam Kim, Thomas Kleinbauer, Masud Moshtaghi
2015 J jnl
Evolving Fuzzy Rules for Anomaly Detection in Data Streams.
IEEE Trans. Fuzzy Syst.
Masud Moshtaghi, James C. Bezdek, Christopher Leckie, Shanika Karunasekera, Marimuthu Palaniswami
2015 A conf
Profiling Pedestrian Distribution and Anomaly Detection in a Dynamic Environment.
CIKM
Minh Tuan Doan, Sutharshan Rajasegarar, Mahsa Salehi, Masud Moshtaghi, Christopher Leckie
2015 J jnl
Statistical models for unobtrusively detecting abnormal periods of inactivity in older adults.
User Model. User Adapt. Interact.
Masud Moshtaghi, Ingrid Zukerman, R. Andrew Russell
2014 Misc conf
A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions.
ALTA
Su Nam Kim, Ingrid Zukerman, Thomas Kleinbauer, Masud Moshtaghi
2014 — conf
A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data Streams.
PAKDD (2)
Mahsa Salehi, Christopher A. Leckie, Masud Moshtaghi, Tharshan Vaithianathan
2014 J jnl
An adaptive elliptical anomaly detection model for wireless sensor networks.
Comput. Networks
Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar
2014 J jnl
Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks.
Pattern Recognit.
Sutharshan Rajasegarar, Alexander Gluhak, Muhammad Ali Imran, Michele Nati, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami
2014 B conf
Modeling the Tail of a Hyperexponential Distribution to Detect Abnormal Periods of Inactivity in Older Adults.
PRICAI
Masud Moshtaghi, Ingrid Zukerman
2014 J jnl
Streaming analysis in wireless sensor networks.
Wirel. Commun. Mob. Comput.
Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami
2013 — —
Anomaly detection in heterogeneous sensed data.
Masud Moshtaghi
2013 A conf
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity.
UMAP
Masud Moshtaghi, Ingrid Zukerman, David W. Albrecht, R. Andrew Russell
2012 A conf
A Support Platform for Event Detection using Social Intelligence.
EACL
Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi
2012 B conf
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids.
IJCNN
Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami
2012 — ch.
Mining Micro-blogs: Opportunities and Challenges.
Computational Social Networks
Yang Liao, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao Kotagiri, Timothy Baldwin, Aaron Harwood, Philippa E. Pattison
2011 J jnl
An efficient hyperellipsoidal clustering algorithm for resource-constrained environments.
Pattern Recognit.
Masud Moshtaghi, Sutharshan Rajasegarar, Christopher Leckie, Shanika Karunasekera
2011 J jnl
Anomaly Detection in Environmental Monitoring Networks [Application Notes].
IEEE Comput. Intell. Mag.
James C. Bezdek, Sutharshan Rajasegarar, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami, Timothy C. Havens
2011 J jnl
Clustering ellipses for anomaly detection.
Pattern Recognit.
Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami
2011 A* conf
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks.
ICDM
Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
2010 B conf
Sensor data boundary estimation for anomaly detection in wireless sensor networks.
MASS
Shan Suthaharan, Christopher Leckie, Masud Moshtaghi, Shanika Karunasekera, Sutharshan Rajasegarar