Federated Deep Learning for Heterogeneous Edge Computing
Ahmed, Khandaker Mamun, Imteaj, Ahmed, Amini, M. Hadi
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
CVSS-BERT: Explainable Natural Language Processing to Determine the Severity of a Computer Security Vulnerability from its Description
Shahid, Mustafizur R., Debar, Herve
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Connection Management xAPP for O-RAN RIC: A Graph Neural Network and Reinforcement Learning Approach
Orhan, Oner, Swamy, Vasuki Narasimha, Tetzlaff, Thomas, Nassar, Marcel, Nikopour, Hosein, Talwar, Shilpa
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering
Hajibabaee, Parisa, Pourkamali-Anaraki, Farhad, Hariri-Ardebili, Mohammad Amin
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks
Hossain, Khondker Fariha, Kamran, Sharif Amit, Tavakkoli, Alireza, Pan, Lei, Ma, Xingjun, Rajasegarar, Sutharshan, Karmaker, Chandan
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Semi-supervised Graph Instance Transformer for Mental Health Inference
Dong, Guimin, Tang, Mingyue, Cai, Lihua, Barnes, Laura E., Boukhechba, Mehdi
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
A Physics-Informed Graph Attention-based Approach for Power Flow Analysis
Jeddi, Ashkan B., Shafieezadeh, Abdollah
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
An Effective Baseline for Robustness to Distributional Shift
Thulasidasan, Sunil, Thapa, Sushil, Dhaubhadel, Sayera, Chennupati, Gopinath, Bhattacharya, Tanmoy, Bilmes, Jeff
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems
Dai, Zongyu, Bu, Zhiqi, Long, Qi
Published in Proceedings of the ... International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (01.12.2021)
Published in Proceedings of the ... International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (01.12.2021)
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Conference Proceeding
Journal Article
EMU: Early Mental Health Uncovering Framework and Dataset
Tlachac, Ml, Toto, Ermal, Lovering, Joshua, Kayastha, Rimsha, Taurich, Nina, Rundensteiner, Elke
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery
Webb, Thomas W., Bhowmik, Neelanjan, Gaus, Yona Falinie A., Breckon, Toby P.
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Voting Heterogeneous Ensemble for Code Smell Detection
Aljamaan, Hamoud
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Auto-encoder LSTM for Li-ion SOH prediction: a comparative study on various benchmark datasets
Audin, Paul, Jorge, Ines, Mesbahi, Tedjani, Samet, Ahmed, De Bertrand De Beuvron, Francois, Bone, Romuald
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
Deployment of Embedded Edge-AI for Wildlife Monitoring in Remote Regions
Schwartz, Daniel, Selman, Jonathan Michael Gomes, Wrege, Peter, Paepcke, Andreas
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding
ONTOCONNECT: Domain-Agnostic Ontology Alignment using Graph Embedding with Negative Sampling
Chakraborty, Jaydeep, Zahera, Hamada M., Sherif, Mohamed Ahmed, Bansal, Srividya K.
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Conference Proceeding