Skip to contents Park, Laurence A. F. [Editor]; Gomes, Heitor Murilo [Editor]; Doborjeh, Maryam [Editor]; Boo, Yee Ling [Editor]; Koh, Yun Sing [Editor]; Zhao, Yanchang [Editor]; Williams, Graham [Editor]; Simoff, Simeon [Editor] Data Mining : 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings - [1st ed. 2022.] Books View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Singapore: Springer Nature Singapore, 2022. ; Singapore: Imprint: Springer, 2022. Published in: Communications in Computer and Information Science ; 1741 Chanajitt, Rajchada; Pfahringer, Bernhard; Gomes, Heitor Murilo Lecture Notes in Computer Science: A Comparison of Neural Network Architectures for Malware Classification Based on Noriben Operation Sequences Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2022 Published in: Lecture Notes in Computer Science Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert Delayed labelling evaluation for data streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: Data Mining and Knowledge Discovery Cerqueira, Vitor; Gomes, Heitor Murilo; Bifet, Albert Discovery Science: Unsupervised Concept Drift Detection Using a Student–Teacher Approach Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2020 Published in: Discovery Science Sun, Yibin; Pfahringer, Bernhard; Murilo Gomes, Heitor; Bifet, Albert Advances in Knowledge Discovery and Data Mining: Adaptive Prediction Interval for Data Stream Regression Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Nature Singapore, 2024 Published in: Advances in Knowledge Discovery and Data Mining GABRIELA SOUZA FERNANDES; MURILO CÂNDIDO MARTINS; HEITOR LUIZ GOMES Experience of non-operative management of blunt liver trauma at Hospital das Clínicas de Uberlândia: 114 cases Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2023 Published in: Revista do Colégio Brasileiro de Cirurgiões Cerqueira, Vitor; Gomes, Heitor Murilo; Bifet, Albert; Torgo, Luis STUDD: a student–teacher method for unsupervised concept drift detection Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2023 Published in: Machine Learning Chanajitt, Rajchada; Pfahringer, Bernhard; Gomes, Heitor Murilo; Yogarajan, Vithya AI 2022: Advances in Artificial Intelligence: Multiclass Malware Classification Using Either Static Opcodes or Dynamic API Calls Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2022 Published in: AI 2022: Advances in Artificial Intelligence Sun, Yibin; Pfahringer, Bernhard; Gomes, Heitor Murilo; Bifet, Albert SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2022 Published in: Data Mining and Knowledge Discovery Gomes, Heitor Murilo; Read, Jesse; Bifet, Albert; Durrant, Robert J. Learning from evolving data streams through ensembles of random patches Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2021 Published in: Knowledge and Information Systems Gomes, Heitor Murilo; Barddal, Jean Paul; Enembreck, Fabrício; Bifet, Albert A Survey on Ensemble Learning for Data Stream Classification Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2018 Published in: ACM Computing Surveys Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Advances on Concept Drift Detection in Regression Tasks Using Social Networks Theory Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. IGI Global, 2015 Published in: International Journal of Natural Computing Research Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Neural Information Processing: A Complex Network-Based Anytime Data Stream Clustering Algorithm Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2015 Published in: Neural Information Processing Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Neural Information Processing: Analyzing the Impact of Feature Drifts in Streaming Learning Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2015 Published in: Neural Information Processing Ceschin, Fabrício; Botacin, Marcus; Bifet, Albert; Pfahringer, Bernhard; Oliveira, Luiz S.; Gomes, Heitor Murilo; Grégio, André Machine Learning (In) Security: A Stream of Problems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2024 Published in: Digital Threats: Research and Practice Cassales, Guilherme; Gomes, Heitor Murilo; Bifet, Albert; Pfahringer, Bernhard; Senger, Hermes Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Network and Service Management Sattar Palli, Abdul; Jaafar, Jafreezal; Ahmed Hashmani, Manzoor; Murilo Gomes, Heitor; Alsughayyir, Aeshah; Rehman Gilal, Abdul Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Computers, Materials and Continua (Tech Science Press), 2023 Published in: Computers, Materials & Continua Culpi Mann, Evelize; Gomes, Heitor Murilo; Williamson, Amanda Jasmine; Castelo Branco, Manuel A decade of biodiversity conservation: insights into corporate social responsibility in an emerging market context Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Emerald, 2023 Published in: International Journal of Emerging Markets Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2023 Published in: ACM Computing Surveys Palli, Abdul Sattar; Jaafar, Jafreezal; Gomes, Heitor Murilo; Hashmani, Manzoor Ahmed; Gilal, Abdul Rehman An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. MDPI AG, 2022 Published in: Applied Sciences
Park, Laurence A. F. [Editor]; Gomes, Heitor Murilo [Editor]; Doborjeh, Maryam [Editor]; Boo, Yee Ling [Editor]; Koh, Yun Sing [Editor]; Zhao, Yanchang [Editor]; Williams, Graham [Editor]; Simoff, Simeon [Editor] Data Mining : 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings - [1st ed. 2022.] Books View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Singapore: Springer Nature Singapore, 2022. ; Singapore: Imprint: Springer, 2022. Published in: Communications in Computer and Information Science ; 1741
Chanajitt, Rajchada; Pfahringer, Bernhard; Gomes, Heitor Murilo Lecture Notes in Computer Science: A Comparison of Neural Network Architectures for Malware Classification Based on Noriben Operation Sequences Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2022 Published in: Lecture Notes in Computer Science
Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert Delayed labelling evaluation for data streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: Data Mining and Knowledge Discovery
Cerqueira, Vitor; Gomes, Heitor Murilo; Bifet, Albert Discovery Science: Unsupervised Concept Drift Detection Using a Student–Teacher Approach Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2020 Published in: Discovery Science
Sun, Yibin; Pfahringer, Bernhard; Murilo Gomes, Heitor; Bifet, Albert Advances in Knowledge Discovery and Data Mining: Adaptive Prediction Interval for Data Stream Regression Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Nature Singapore, 2024 Published in: Advances in Knowledge Discovery and Data Mining
GABRIELA SOUZA FERNANDES; MURILO CÂNDIDO MARTINS; HEITOR LUIZ GOMES Experience of non-operative management of blunt liver trauma at Hospital das Clínicas de Uberlândia: 114 cases Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2023 Published in: Revista do Colégio Brasileiro de Cirurgiões
Cerqueira, Vitor; Gomes, Heitor Murilo; Bifet, Albert; Torgo, Luis STUDD: a student–teacher method for unsupervised concept drift detection Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2023 Published in: Machine Learning
Chanajitt, Rajchada; Pfahringer, Bernhard; Gomes, Heitor Murilo; Yogarajan, Vithya AI 2022: Advances in Artificial Intelligence: Multiclass Malware Classification Using Either Static Opcodes or Dynamic API Calls Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2022 Published in: AI 2022: Advances in Artificial Intelligence
Sun, Yibin; Pfahringer, Bernhard; Gomes, Heitor Murilo; Bifet, Albert SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2022 Published in: Data Mining and Knowledge Discovery
Gomes, Heitor Murilo; Read, Jesse; Bifet, Albert; Durrant, Robert J. Learning from evolving data streams through ensembles of random patches Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2021 Published in: Knowledge and Information Systems
Gomes, Heitor Murilo; Barddal, Jean Paul; Enembreck, Fabrício; Bifet, Albert A Survey on Ensemble Learning for Data Stream Classification Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2018 Published in: ACM Computing Surveys
Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Advances on Concept Drift Detection in Regression Tasks Using Social Networks Theory Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. IGI Global, 2015 Published in: International Journal of Natural Computing Research
Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Neural Information Processing: A Complex Network-Based Anytime Data Stream Clustering Algorithm Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2015 Published in: Neural Information Processing
Barddal, Jean Paul; Gomes, Heitor Murilo; Enembreck, Fabrício Neural Information Processing: Analyzing the Impact of Feature Drifts in Streaming Learning Articles View online Schließen > Access Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2015 Published in: Neural Information Processing
Ceschin, Fabrício; Botacin, Marcus; Bifet, Albert; Pfahringer, Bernhard; Oliveira, Luiz S.; Gomes, Heitor Murilo; Grégio, André Machine Learning (In) Security: A Stream of Problems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2024 Published in: Digital Threats: Research and Practice
Cassales, Guilherme; Gomes, Heitor Murilo; Bifet, Albert; Pfahringer, Bernhard; Senger, Hermes Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Network and Service Management
Sattar Palli, Abdul; Jaafar, Jafreezal; Ahmed Hashmani, Manzoor; Murilo Gomes, Heitor; Alsughayyir, Aeshah; Rehman Gilal, Abdul Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Computers, Materials and Continua (Tech Science Press), 2023 Published in: Computers, Materials & Continua
Culpi Mann, Evelize; Gomes, Heitor Murilo; Williamson, Amanda Jasmine; Castelo Branco, Manuel A decade of biodiversity conservation: insights into corporate social responsibility in an emerging market context Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Emerald, 2023 Published in: International Journal of Emerging Markets
Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Association for Computing Machinery (ACM), 2023 Published in: ACM Computing Surveys
Palli, Abdul Sattar; Jaafar, Jafreezal; Gomes, Heitor Murilo; Hashmani, Manzoor Ahmed; Gilal, Abdul Rehman An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. MDPI AG, 2022 Published in: Applied Sciences
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