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检索条件"机构=Graduate Program on Computer Science PPGIa"
42 条 记 录,以下是1-10 订阅
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An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification
An Investigation of Different Positive and Negative Training...
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International Conference on Systems, Signals and Image Processing, IWSSIP
作者: Cinthya Oestreich Silva Renato Tateiwa Suguiy Carlos N. Silla Graduate Program in Computer Science (PPGIA) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba Brazil
Within the growth of the music stream companies, the need to classify correctly the musics in their catalogs by genres becomes a really important task. With that, they can suggest songs suitable to the music taste of ...
来源: 评论
Identification of Diseases in Greenhouse Tomato Cultivation: A New Dataset and Baseline Results
Identification of Diseases in Greenhouse Tomato Cultivation:...
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IEEE International Conference on Systems, Man and Cybernetics
作者: Grasielli B. Zimmermann Marcelo E. Pellenz Alceu De Souza Britto Yandre M. G. da Costa Graduate Program in Computer Science (PPGIa) Pontifical Catholic University of Parana (PUCPR) Curitiba PR Brazil State University of Maringá (UEM) Maringá Brazil
Plant diseases are one of the factors that compro-mise food production goals. Tomatoes are one of the world's most consumed vegetables and are widely affected by various diseases. Tomato cultivation in greenhouses... 详细信息
来源: 评论
Music Recommendation System for Shared Environments
Music Recommendation System for Shared Environments
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International Conference on Systems, Signals and Image Processing, IWSSIP
作者: João G. Bracaioli Vitório Carlos N. Silla Graduate Program in Computer Science (PPGIA) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba Brazil
The increasing amount of information available nowadays has led to a growth in research on recommendation systems. In the context of music, these systems help individuals filter and discover new music and styles based...
来源: 评论
Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference
Bringing More Girls to STEM: Initiatives within the Frontier...
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Frontiers in Education (FIE) Conference
作者: Isabela M. Montingelli Andreia Malucelli Sheila Reinehr Carlos N. Silla Graduate Program in Computer Science (PPGIa) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba PR Brazil
STEM (science, Technology, Engineering, and Math) courses are male-dominated spaces where women are the minority most of the time. Even now, when women are the majority in universities, the computer science and engine...
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A Machine Learning-Based Digital Twin Model for Pressure Prediction in the Fuel Injection System  48
A Machine Learning-Based Digital Twin Model for Pressure Pre...
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48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022
作者: Duarte, Edwin P. Viegas, Eduardo K. Santin, Altair O. Graduate Program in Computer Science PPGIa Pontificia Universidade Catolica Do Parana-Pucpr Brazil Robert Bosch GmbH Engineering Systems Curitiba Brazil Secure Systems Research Center Abu Dhabi United Arab Emirates
Over the last years, the engine calibration task has mostly been conducted based on the engineers' knowledge. As a result, considering the complexity of modern engines, finding the most suitable configuration for ... 详细信息
来源: 评论
Towards a Reliable Hierarchical Android Malware Detection Through Image-based CNN
Towards a Reliable Hierarchical Android Malware Detection Th...
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Consumer Communications and Networking Conference, CCNC IEEE
作者: Jhonatan Geremias Eduardo K. Viegas Altair O. Santin Alceu Britto Pedro Horchulhack Pontificia Universidade Catolica do Parana (PUCPR) - Graduate Program in Computer Science (PPGIa) Brazil Secure Systems Research Center - Technology Innovation Institute (TII) Abu Dhabi
The number of Android malicious applications keeps growing as time passes, even paving their way to official app markets. In recent years, a promising malware detection approach makes use of the compiled app source co... 详细信息
来源: 评论
Multi-Modal Music Mood Classification with Dynamic Classifier Selection
Multi-Modal Music Mood Classification with Dynamic Classifie...
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International Conference on Systems, Signals and Image Processing, IWSSIP
作者: João G. Bracaioli Vitório Alceu S. Britto Junior Costa Yandre M. G. Carlos N. Silla Graduate Program in Computer Science (PPGIA) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba Brazil Department of Informatics State University of Maringá (UEL) Maringá – Paraná Brazil
In this paper we investigate the suitability of different types of Dynamic Classifier Selection approaches for the task of multimodal music mood classification. The dynamic selection methods evaluated were: KNORA-UNIO...
来源: 评论
Intrusion Detection Model Updates Through GAN Data Augmentation and Transfer Learning
Intrusion Detection Model Updates Through GAN Data Augmentat...
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GLOBECOM 2022 - 2022 IEEE Global Communications Conference
作者: Pedro Horchulhack Eduardo K. Viegas Altair O. Santin Jhonatan Geremias Pontificia Universidade Catolica do Parana (PUCPR) ― Graduate Program in Computer Science (PPGIa) Brazil Secure Systems Research Center ― Technology Innovation Institute (TII) Abu Dhabi
Current machine learning techniques for network-based intrusion detection cannot handle the evolving behavior of network traffic, requiring periodic model updates to be conducted. Besides requiring huge amounts of lab... 详细信息
来源: 评论
Towards Multi-view Android Malware Detection Through Image-based Deep Learning
Towards Multi-view Android Malware Detection Through Image-b...
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International Wireless Communications and Mobile Computing Conference, IWCMC
作者: Jhonatan Geremias Eduardo K. Viegas Altair O. Santin Alceu Britto Pedro Horchulhack Pontificia Universidade Catolica do Parana (PUCPR) - Graduate Program in Computer Science (PPGIa) Brazil Secure Systems Research Center - Technology Innovation Institute (TII) Abu Dhabi
Over the last years, several works have proposed highly accurate Android malware detection techniques. Surprisingly, modern malware apps can still pave their way to official markets, thus, demanding the provision of m... 详细信息
来源: 评论
Automatic Music Score Difficulty Classification
Automatic Music Score Difficulty Classification
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International Conference on Systems, Signals and Image Processing, IWSSIP
作者: Diogo Steinke Deconto Erick Luiz Fontoura Valenga Carlos N. Silla Graduate Program in Computer Science (PPGIA) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba Brazil Computer Music Technology Laboratory (Onloop) Pontifícia Universidade Católica do Paraná (PUCPR) Curitiba Brazil School of Information Technology Universidade Positivo Curitiba Brazil
Learning a musical instrument is challenging in many different aspects. One important aspect is the motivation of the music students. One common practice to keep music students engaged is to use songs that the student...
来源: 评论