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Chelmis, Charalampos
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1

Hybrid Loss for Hierarchical Multi–label Classification Net..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Qi, Wenting ; Chelmis, Charalampos - p. 819-828 , 2023
Link: https://doi.org/10.1109/..
 
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2

Bayesian Network Modeling and Prediction of Transitions Wit..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Rahman, Khandker Sadia ; Zois, Daphney-Stavroula ; Chelmis, Charalampos - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Sequential Datum–Wise Joint Feature Selection and Classific..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Ekanayake, Sachini Piyoni ; Zois, DaphneynStavroula ; Chelmis, Charalampos - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

Online Hierarchical Multi–label Classification:

, In: 2023 IEEE International Conference on Big Data (BigData),
Qi, Wenting ; Chelmis, Charalampos - p. 5346-5355 , 2023
Link: https://doi.org/10.1109/..
 
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5

Learning to Predict Transitions within the Homelessness Sys..:

, In: 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM),
Rahman, Khandker Sadia ; Chelmis, Charalampos - p. 181-185 , 2022
Link: https://doi.org/10.1109/..
 
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6

Label Denoising and Counterfactual Explanation with A Plug ..:

, In: 2022 IEEE International Conference on Big Data (Big Data),
Qi, Wenting ; Chelmis, Charalampos - p. 1330-1335 , 2022
Link: https://doi.org/10.1109/..
 
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7

Robust Learning with Noisy Label Detection and Counterfactu..:

, In: 2022 IEEE International Conference on Big Data (Big Data),
Qi, Wenting ; Chelmis, Charalampos - p. 1324-1329 , 2022
Link: https://doi.org/10.1109/..
 
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8

Peeking through the homelessness system with a network scie..:

, In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,
Chelmis, Charalampos ; Rahman, Khandker Sadia - p. 69-73 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

Challenges and Opportunities in Using Data Science for Home..:

, In: Companion Proceedings of the Web Conference 2021,
Chelmis, Charalampos ; Qi, Wenting ; Lee, Wonhyung - p. 128-135 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

On–The–Fly Feature Selection and Classification with Applic..:

, In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Liyanage, Yasitha Warahena ; Zois, DaphneynStavroula ; Chelmis, Charalampos - p. 3762-3766 , 2020
Link: https://doi.org/10.1109/..
 
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11

Knowing When to Stop: Joint Heterogeneous Feature Selection..:

, In: 2020 54th Asilomar Conference on Signals, Systems, and Computers,
Nazar, Imara ; Zois, Daphney-Stavroula ; Chelmis, Charalampos - p. 1227-1231 , 2020
Link: https://doi.org/10.1109/..
 
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12

Sequential Heterogeneous Feature Selection for Multi–Class ..:

, In: 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP),
Nazar, Imara ; Liyanage, Yasitha Warahena ; Zois, Daphney-Stavroula. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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13

Minority Report : Cyberbullying Prediction on Instagram:

, In: Proceedings of the 10th ACM Conference on Web Science,
Chelmis, Charalampos ; Yao, Mengfan - p. 37-45 , 2019
Link: https://dl.acm.org/doi/1..
 
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14

Creating Public Value by Democratizing the Ecosystem of Hum..:

, In: Companion Proceedings of The 2019 World Wide Web Conference,
Chelmis, Charalampos ; Yao, Mengfan - p. 231-236 , 2019
Link: https://dl.acm.org/doi/1..
 
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15

Understanding online civic engagement : a multi-neighbor..:

, In: Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,
Yong, Christopher ; Chelmis, Charalampos ; Lee, Wonhyung. - p. 1048-1055 , 2019
Link: https://dl.acm.org/doi/1..
 
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