Search Results - "Cassales, Guilherme"

Improving the performance of bagging ensembles for data streams through mini-batching by Cassales, Guilherme, Gomes, Heitor, Bifet, Albert, Pfahringer, Bernhard, Senger, Hermes

“…Often, machine learning applications have to cope with dynamic environments where data are collected in the form of continuous data streams with potentially…”
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Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing by Cassales, Guilherme, Gomes, Heitor Murilo, Bifet, Albert, Pfahringer, Bernhard, Senger, Hermes

“…In recent years, the Edge Computing (EC) paradigm has emerged as an enabling factor for developing technologies like the Internet of Things (IoT) and 5G…”
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Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling by W. Cassales, Guilherme, Schwertner Charão, Andrea, Kirsch-Pinheiro, Manuele, Souveyet, Carine, Steffenel, Luiz-Angelo

“…This article proposes to improve Apache Hadoop scheduling through a context-aware approach. Apache Hadoop is the most popular implementation of the MapReduce…”
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Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching by Cassales, Guilherme, Gomes, Heitor, Bifet, Albert, Pfahringer, Bernhard, Senger, Hermes

“…Machine Learning techniques have been employed in virtually all domains in the past few years. New applications demand the ability to cope with dynamic…”
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IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks by Cassales, Guilherme Weigert, Senger, Hermes, de Faria, Elaine Ribeiro, Bifet, Albert

“…The Internet of Things (IoT) allows large amounts and variety of devices to connect, interact and exchange data. The IoT network creates numerous opportunities…”
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Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing by Cassales, Guilherme, Gomes, Heitor, Bifet, Albert, Pfahringer, Bernhard, Senger, Hermes

“…In recent years, the Edge Computing (EC) paradigm has emerged as an enabling factor for developing technologies like the Internet of Things (IoT) and 5G…”
Get full text

Improving the performance of bagging ensembles for data streams through mini-batching by Cassales, Guilherme, Gomes, Heitor, Bifet, Albert, Pfahringer, Bernhard, Senger, Hermes

“…Information Sciences, Volume 580, 2021, Pages 260-282 Often, machine learning applications have to cope with dynamic environments where data are collected in…”
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