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ORCIDMLSDA@PRICAI 2014: Gold Coast, QLD, Australia
- Ashfaqur Rahman, Jeremiah D. Deng, Jiuyong Li:
Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December 2, 2014. ACM 2014, ISBN 978-1-4503-3159-3
Invited Talks
- Xue Li:
Real Time Unobtrusive Human Behaviours Recognition. 1 - Raja Jurdak:
Long-term Tracking in Batmon: Lessons and Open Challenges. 3
Event Analysis & Anomaly Detection
- Mayu Sakurada, Takehisa Yairi:
Anomaly Detection Using Autoencoders with Nonlinear Dimensionality Reduction. 4 - Hanhe Lin
, Jeremiah D. Deng, Brendon J. Woodford:
Spatial-Temporal Pyramid Matching for Crowd Scene Analysis. 12
Image & Video Analysis
- Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell:
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients. 19 - Humayra Binte Ali, David M. W. Powers:
Multi-Feature Fusion based Non Negative Matrix Factorization: Facial Expression Recognition from Imaging Sensors. 25
Social Big Data
- Swetha Keertipati, Bastin Tony Roy Savarimuthu, Maryam Purvis, Martin K. Purvis:
Multi-level Analysis of Peace and Conflict Data in GDELT. 33 - Wei Ou:
Extracting User Interests from Graph Connections for Machine Learning in Location-Based Social Networks. 41
Environmental Big Data
- Ke Hu, Timothy Davison, Ashfaqur Rahman, Vijay Sivaraman:
Air Pollution Exposure Estimation and Finding Association with Human Activity using Wearable Sensor Network. 48 - Claire D'Este, Chris Sharman, Ashfaqur Rahman:
Distributed Feature Selection with Big Sensor Data. 56 - Md. Sumon Shahriar, Mohammad Kamruzzaman, Simon Beecham:
Multiple Resolution River flow Time Series Modelling using Machine Learning Methods. 62 - Jeremiah D. Deng, Hsin-Shyuan Lee, Cameron McMillan, Aysha P. Rimoni, Ming Zhang:
Analyzing Wind Speed Data through Markov Chain based Profiling and Clustering. 67
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