Noisy Label Detection and Counterfactual Correction
Qi, Wenting, Chelmis, Charalampos
Published in IEEE transactions on artificial intelligence (01.02.2024)
Published in IEEE transactions on artificial intelligence (01.02.2024)
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Journal Article
Big data analytics for demand response: Clustering over space and time
Chelmis, Charalampos, Kolte, Jahanvi, Prasanna, Viktor K.
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
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Conference Proceeding
Modeling and predicting individual transitions within the homelessness system
Rahman, Khandker Sadia, Chelmis, Charalampos
Published in Social network analysis and mining (25.04.2023)
Published in Social network analysis and mining (25.04.2023)
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Journal Article
Sequential Datum-Wise Joint Feature Selection and Classification in the Presence of External Classifier
Ekanayake, Sachini Piyoni, Zois, DaphneynStavroula, Chelmis, Charalampos
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Near Real-Time Freeway Accident Detection
Liyanage, Yasitha Warahena, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in IEEE transactions on intelligent transportation systems (01.02.2022)
Published in IEEE transactions on intelligent transportation systems (01.02.2022)
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Journal Article
Why Do Some Homeless Succeed While Others Falter? A Network Science Perspective
Chelmis, Charalampos, Rahman, Khandker Sadia
Published in IEEE transactions on computational social systems (01.04.2024)
Published in IEEE transactions on computational social systems (01.04.2024)
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Journal Article
Sequential Datum-wise Feature Acquisition and Classifier Selection
Ekanayake, Sachini Piyoni, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in IEEE transactions on artificial intelligence (01.06.2024)
Published in IEEE transactions on artificial intelligence (01.06.2024)
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Journal Article
Smart Homelessness Service Provision with Machine Learning
Chelmis, Charalampos, Qi, Wenting, Lee, Wonhyung, Duncan, Stephanie
Published in Procedia computer science (2021)
Published in Procedia computer science (2021)
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Journal Article
Special Issue on Scalable Computing Systems for Big Data Applications
Sun, Xian-He, Frincu, Marc, Chelmis, Charalampos
Published in Journal of parallel and distributed computing (01.10.2017)
Published in Journal of parallel and distributed computing (01.10.2017)
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Journal Article
Bayesian Network Modeling and Prediction of Transitions Within the Homelessness System
Rahman, Khandker Sadia, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
On-The-Fly Feature Selection and Classification with Application to Civic Engagement Platforms
Liyanage, Yasitha Warahena, Zois, DaphneynStavroula, Chelmis, Charalampos
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Knowing When to Stop: Joint Heterogeneous Feature Selection and Classification
Nazar, Imara, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in 2020 54th Asilomar Conference on Signals, Systems, and Computers (01.11.2020)
Published in 2020 54th Asilomar Conference on Signals, Systems, and Computers (01.11.2020)
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Conference Proceeding
Dynamic Instance-wise Joint Feature Selection and Classification
Liyanage, Yasitha Warahena, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in IEEE transactions on artificial intelligence (01.04.2021)
Published in IEEE transactions on artificial intelligence (01.04.2021)
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Journal Article
Dynamic Instance-Wise Classification in Correlated Feature Spaces
Liyanage, Yasitha Warahena, Zois, Daphney-Stavroula, Chelmis, Charalampos
Published in IEEE transactions on artificial intelligence (01.12.2021)
Published in IEEE transactions on artificial intelligence (01.12.2021)
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Journal Article