Automatic Identification of Change Points for the System Testing Process. - João W. Cangussu; Michael Baron (COMPSAC (1), 2006)

On the selection of software defect estimation techniques. - João W. Cangussu; Syed Waseem Haider; Kendra M. L. Cooper; Michael Baron (Softw. Test. Verification Reliab., 2011)

MapReduce guided approximate inference over graphical models. - Ahsanul Haque; Swarup Chandra; Latifur Khan; Michael Baron (CIDM, 2014)

Evolving stream classification using change detection. - Ahmad Mustafa 001; Ahsanul Haque; Latifur Khan; Michael Baron; Bhavani Thuraisingham (CollaborateCom, 2014)

Semi Supervised Adaptive Framework for Classifying Evolving Data Stream. - Ahsanul Haque; Latifur Khan; Michael Baron (PAKDD (2), 2015)

SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream. - Ahsanul Haque; Latifur Khan; Michael Baron (AAAI, 2016)

Efficient handling of concept drift and concept evolution over Stream Data. - Ahsanul Haque; Latifur Khan; Michael Baron; Bhavani Thuraisingham; Charu C. Aggarwal (ICDE, 2016)

WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data. - Kamil Faber; Roberto Corizzo; Bartlomiej Sniezynski; Michael Baron; Nathalie Japkowicz (IEEE BigData, 2021)

System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. - Indranil Sur; Zachary Daniels; Abrar Rahman; Kamil Faber; Gianmarco J. Gallardo; Tyler L. Hayes; Cameron E. Taylor; Mustafa Burak Gurbuz; James Seale Smith; Sahana Pramod Joshi; Nathalie Japkowicz; Michael Baron; et al. (AIMLSystems, 2022)

Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2. - Zachary Alan Daniels; Aswin Raghavan; Jesse Hostetler; Abrar Rahman; Indranil Sur; Michael R. Piacentino; Ajay Divakaran; Roberto Corizzo; Kamil Faber; Nathalie Japkowicz; Michael Baron; James Seale Smith; et al. (CoLLAs, 2022)

LIFEWATCH: Lifelong Wasserstein Change Point Detection. - Kamil Faber; Roberto Corizzo; Bartlomiej Sniezynski; Michael Baron; Nathalie Japkowicz (IJCNN, 2022)

CPDGA: Change point driven growing auto-encoder for lifelong anomaly detection. - Roberto Corizzo; Michael Baron; Nathalie Japkowicz (Knowl. Based Syst., 2022)