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Gomes, Heitor Murilo
276  Ergebnisse:
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1

Online Machine Learning from Non-stationary Data Streams in..:

Palli, Abdul Sattar ; Jaafar, Jafreezal ; Gilal, Abdul Rehman...
Journal of Information and Communication Technology.  23 (2024)  1 - p. 105-139 , 2024
Link: https://doi.org/10.32890..
 
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2

SeGDroid: An Android malware detection method based on sens..:

Liu, Zhen ; Wang, Ruoyu ; Japkowicz, Nathalie...
Expert Systems with Applications.  235 (2024)  - p. 121125 , 2024
Link: https://doi.org/10.1016/..
 
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3

Machine Learning (In) Security: A Stream of Problems:

Ceschin, Fabrício ; Botacin, Marcus ; Bifet, Albert...
Digital Threats: Research and Practice.  5 (2024)  1 - p. 1-32 , 2024
Link: https://doi.org/10.1145/..
 
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4

Mini-batching with Fused Training and Testing for Data Stre..:

, In: Proceedings of the 21st ACM International Conference on Computing Frontiers,
Luna, Reginaldo ; Cassales, Guilherme ; Pfahringer, Bernhard... - p. 51-60 , 2024
Link: https://dl.acm.org/doi/1..
 
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5

Fast & Furious: On the modelling of malware detection as an..:

Ceschin, Fabrício ; Botacin, Marcus ; Gomes, Heitor Murilo...
Expert Systems with Applications.  212 (2023)  - p. 118590 , 2023
Link: https://doi.org/10.1016/..
 
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6

Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspi..:

, In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management,
Lee, Anton ; Zhang, Yaqian ; Gomes, Heitor Murilo.. - p. 4038-4042 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Balancing Performance and Energy Consumption of Bagging Ens..:

Cassales, Guilherme ; Gomes, Heitor Murilo ; Bifet, Albert..
IEEE Transactions on Network and Service Management.  20 (2023)  3 - p. 3038-3054 , 2023
Link: https://doi.org/10.1109/..
 
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8

Multiclass Malware Classification Using Either Static Opcod..:

, In: AI 2022: Advances in Artificial Intelligence; Lecture Notes in Computer Science,
Chanajitt, Rajchada ; Pfahringer, Bernhard ; Gomes, Heitor Murilo. - p. 427-441 , 2022
Link: https://doi.org/10.1007/..
 
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9

Resource-Aware Edge-Based Stream Analytics:

Petri, Ioan ; Chirila, Ioan ; Gomes, Heitor Murilo..
IEEE Internet Computing.  26 (2022)  4 - p. 79-88 , 2022
Link: https://doi.org/10.1109/..
 
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10

Balancing the Stability-Plasticity Dilemma with Online Stab..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Lee, Anton ; Gomes, Heitor Murilo ; Zhang, Yaqian - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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11

A Hybrid Sampling Approach for Imbalanced Binary and Multi-..:

Palli, Abdul Sattar ; Jaafar, Jafreezal ; Hashmani, Manzoor Ahmed..
IEEE Access.  10 (2022)  - p. 118639-118653 , 2022
Link: https://doi.org/10.1109/..
 
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12

LP-ROBIN: Link prediction in dynamic networks exploiting in..:

Barracchia, Emanuele Pio ; Pio, Gianvito ; Bifet, Albert...
Information Sciences.  606 (2022)  - p. 702-721 , 2022
Link: https://doi.org/10.1016/..
 
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13

A Survey on Semi-supervised Learning for Delayed Partially ..:

Gomes, Heitor Murilo ; Grzenda, Maciej ; Mello, Rodrigo...
ACM Computing Surveys.  55 (2022)  4 - p. 1-42 , 2022
Link: https://doi.org/10.1145/..
 
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14

Data Mining: 20th Australasian Conference, AusDM 2022, West.. 

Communications in Computer and Information Science, 1741
Park, Laurence A. F ; Gomes, Heitor Murilo ; Doborjeh, Maryam... - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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15

A Comparison of Neural Network Architectures for Malware Cl..:

, In: Lecture Notes in Computer Science; Artificial Neural Networks and Machine Learning – ICANN 2022,
Chanajitt, Rajchada ; Pfahringer, Bernhard ; Gomes, Heitor Murilo - p. 428-440 , 2022
Link: https://doi.org/10.1007/..
 
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