Sotabase

Career

· Research Assistant, UCLA2025–

Publications (0)

Lifelong machine learning: a paradigm for continuous learning
Frontiers of Computer Science · 2017
330
cited
Machine learning techniques for anti-money laundering (AML) solutions in suspicious transaction detection: a review
Knowledge and Information Systems · 2018
208
cited
Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data
International Conference on Machine Learning · 2014
193
cited
Aspect Extraction with Automated Prior Knowledge Learning
Annual Meeting of the Association for Computational Linguistics · 2014
190
cited
Spotting Fake Reviews via Collective Positive-Unlabeled Learning
2014 IEEE International Conference on Data Mining · 2014
181
cited
Lifelong Learning for Sentiment Classification
Annual Meeting of the Association for Computational Linguistics · 2015
159
cited
Lifelong Machine Learning, Second Edition
Lifelong Machine Learning · 2018
158
cited
Mining topics in documents: standing on the shoulders of big data
Knowledge Discovery and Data Mining · 2014
157
cited
Analyzing and Detecting Opinion Spam on a Large-scale Dataset via Temporal and Spatial Patterns
International Conference on Web and Social Media · 2015
137
cited
Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model
The Web Conference · 2016
136
cited
Discovering coherent topics using general knowledge
International Conference on Information and Knowledge Management · 2013
125
cited
Exploiting Domain Knowledge in Aspect Extraction
Conference on Empirical Methods in Natural Language Processing · 2013
98
cited
Identifying Intention Posts in Discussion Forums
North American Chapter of the Association for Computational Linguistics · 2013
77
cited
Targeted Topic Modeling for Focused Analysis
Knowledge Discovery and Data Mining · 2016
48
cited
MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification
IEEE International Conference on Computer Vision · 2019
42
cited
Automated Agriculture Commodity Price Prediction System with Machine Learning Techniques
Advances in Science, Technology and Engineering Systems · 2021
40
cited
Accurate system for automatic pill recognition using imprint information
IET Image Processing · 2015
37
cited
Video Person Re-Identification Using Attribute-Enhanced Features
IEEE transactions on circuits and systems for video technology (Print) · 2021
31
cited
Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process
IEEE Access · 2021
30
cited
Review Topic Discovery with Phrases using the Pólya Urn Model
International Conference on Computational Linguistics · 2014
29
cited
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