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ORCIDMasud Moshtaghi
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2020 – today
- 2023
[c25]Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara:
Controlled Text Generation with Hidden Representation Transformations. ACL (Findings) 2023: 9440-9455- [i2]Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara:
Controlled Text Generation with Hidden Representation Transformations. CoRR abs/2305.19230 (2023) - 2022
- [j15]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: 198-214 (2022) - [j14]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): 5148-5160 (2022) - 2020
- [j13]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): 719-750 (2020)
2010 – 2019
- 2019
- [j12]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): 541-563 (2019) - [c24]Masud Moshtaghi:
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages. EMNLP/IJCNLP (1) 2019: 823-832 - 2018
- [c23]Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi:
Online Clustering for Evolving Data Streams with Online Anomaly Detection. PAKDD (2) 2018: 508-521 - [c22]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: 553-568 - [i1]Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey:
Online Cluster Validity Indices for Streaming Data. CoRR abs/1801.02937 (2018) - 2017
- [j11]Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek:
Exponentially Weighted Ellipsoidal Model for Anomaly Detection. Int. J. Intell. Syst. 32(9): 881-899 (2017) - [c21]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: 1854-1860 - [c20]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: 1183-1192 - [c19]Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi:
An Efficient Method for Anomaly Detection in Non-Stationary Data Streams. GLOBECOM 2017: 1-6 - [c18]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: 172-190 - [c17]Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood, Trevor Cohn:
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression. IJCAI 2017: 1994-2000 - [c16]Pasan Karunaratne, Masud Moshtaghi, Shanika Karunasekera, Aaron Harwood:
PSF+ - Fast and improved electricity consumption prediction in campus environments. SmartGridComm 2017: 241-246 - 2016
- [j10]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): 1500-1512 (2016) - [c15]Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao:
Robust Domain Generalisation by Enforcing Distribution Invariance. IJCAI 2016: 1455-1461 - [c14]Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Lars Kulik, Christopher Leckie:
Detecting unseen anomalies in weight training exercises. OZCHI 2016: 517-526 - [c13]Masoomeh Zameni, Masud Moshtaghi, Christopher Leckie:
Efficient query processing on road traffic network. PerCom Workshops 2016: 1-6 - [c12]Masud Moshtaghi, Christopher Leckie, James C. Bezdek:
Online Clustering of Multivariate Time-series. SDM 2016: 360-368 - [c11]Kai Zhan, Ingrid Zukerman, Masud Moshtaghi, Gwyneth Rees:
Eliciting Users' Attitudes toward Smart Devices. UMAP 2016: 175-184 - 2015
- [j9]Ingrid Zukerman, Su Nam Kim, Thomas Kleinbauer, Masud Moshtaghi:
Employing distance-based semantics to interpret spoken referring expressions. Comput. Speech Lang. 34(1): 154-185 (2015) - [j8]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): 688-700 (2015) - [j7]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): 231-265 (2015) - [c10]Minh Tuan Doan, Sutharshan Rajasegarar, Mahsa Salehi, Masud Moshtaghi, Christopher Leckie:
Profiling Pedestrian Distribution and Anomaly Detection in a Dynamic Environment. CIKM 2015: 1827-1830 - [c9]Masud Moshtaghi, Ingrid Zukerman:
A Utility Model for Tailoring Sensor Networks to Users. UMAP 2015: 156-168 - 2014
- [j6]Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar:
An adaptive elliptical anomaly detection model for wireless sensor networks. Comput. Networks 64: 195-207 (2014) - [j5]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): 2867-2879 (2014) - [j4]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): 905-921 (2014) - [c8]Su Nam Kim, Ingrid Zukerman, Thomas Kleinbauer, Masud Moshtaghi:
A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions. ALTA 2014: 50-58 - [c7]Mahsa Salehi, Christopher A. Leckie, Masud Moshtaghi, Tharshan Vaithianathan:
A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data Streams. PAKDD (2) 2014: 461-473 - [c6]Masud Moshtaghi, Ingrid Zukerman:
Modeling the Tail of a Hyperexponential Distribution to Detect Abnormal Periods of Inactivity in Older Adults. PRICAI 2014: 985-997 - 2013
- [b1]Masud Moshtaghi:
Anomaly detection in heterogeneous sensed data. University of Melbourne, Australia, 2013 - [c5]Masud Moshtaghi, Ingrid Zukerman, David W. Albrecht, R. Andrew Russell:
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity. UMAP 2013: 139-151 - 2012
- [c4]Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi:
A Support Platform for Event Detection using Social Intelligence. EACL 2012: 69-72 - [c3]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: 1-8 - [p1]Yang Liao, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao Kotagiri, Timothy Baldwin, Aaron Harwood, Philippa E. Pattison:
Mining Micro-blogs: Opportunities and Challenges. Computational Social Networks 2012: 129-159 - 2011
- [j3]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): 52-58 (2011) - [j2]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): 55-69 (2011) - [j1]Masud Moshtaghi, Sutharshan Rajasegarar, Christopher Leckie, Shanika Karunasekera:
An efficient hyperellipsoidal clustering algorithm for resource-constrained environments. Pattern Recognit. 44(9): 2197-2209 (2011) - [c2]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: 467-476 - 2010
- [c1]Shan Suthaharan, Christopher Leckie, Masud Moshtaghi, Shanika Karunasekera, Sutharshan Rajasegarar:
Sensor data boundary estimation for anomaly detection in wireless sensor networks. MASS 2010: 546-551
Coauthor Index
aka: Christopher A. Leckie
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