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检索条件"任意字段=23rd International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2022"
102 条 记 录,以下是11-20 订阅
排序:
On Autonomous Drone Navigation Using Deep learning and an intelligent Rainbow DQN Agent  23rd
On Autonomous Drone Navigation Using Deep Learning and an In...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Karatzas, Andreas Karras, Aristeidis Karras, Christos Giotopoulos, Konstantinos C. Oikonomou, Konstantinos Sioutas, Spyros Univ Patras Comp Engn & Informat Dept Patras Greece Univ Patras Dept Management Sci & Technol Patras Greece Ionian Univ Dept Informat Corfu Greece
Drones are intelligent devices that offer solutions for a continuously expanding variety of applications. Therefore, there would be a significant improvement if these systems could explore space automatically and with... 详细信息
来源: 评论
An intelligent Decision Support System for Road Freight Transport  23rd
An Intelligent Decision Support System for Road Freight Tran...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Carvalho, Hugo Silva Pilastri, Andre Matta, Arthur Matos, Luis Miguel Novais, Rui Cortez, Paulo CCG ZGDV Inst EPMQ Guimaraes Portugal ABMN Business Solut Azurem Guimaraes Portugal Univ Minho Dept Informat Syst ALGORITMI Res Ctr LASI Guimaraes Portugal
This paper presents an intelligent Decision Support System (IDSS) to optimize transport and logistics activities in a set of Portuguese companies currently operating in the freight transport sector. This IDSS comprise... 详细信息
来源: 评论
Benchmarking data Augmentation Techniques for Tabular data  23rd
Benchmarking Data Augmentation Techniques for Tabular Data
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Machado, Pedro Fernandes, Bruno Novais, Paulo Univ Minho ALGORITMI Ctr Braga Portugal
Imbalanced learning and small-sized datasets are usual in machine learning problems, even with the increased data availability provided by recent developments. The performance of learning algorithms in the presence of... 详细信息
来源: 评论
Solving Multi-class Imbalance Problems Using Improved Tabular GANs  23rd
Solving Multi-class Imbalance Problems Using Improved Tabula...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Farou, Zakarya Kopeikina, Liudmila Horvath, Tomas Eotvos Lorand Univ Inst Ind Acad Innovat Dept Data Sci & Engn Pazmany Peter Setany 1-C H-1117 Budapest Hungary Pavol Jozef Safarik Univ Inst Comp Sci Jesenna 6 Kosice 04001 Slovakia
Multi-class imbalance problems are non-standard derivative data science problems. These problems are associated with the skewness in the data underlying distribution, which, in turn, raises numerous issues for convent... 详细信息
来源: 评论
intelligent data engineering and automated learning ideal 2022  1
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丛书名: Lecture Notes in Computer Science
1000年
作者: Hujun Yin David Camacho Peter Tino
This book constitutes the refereed proceedings of the 23rd international conference on intelligent data engineering and automated learning, ideal 2022, which took place in Manchester, UK, during November 24-26, 2... 详细信息
来源: 评论
Detection of False Information in Spanish Using Machine learning Techniques  23rd
Detection of False Information in Spanish Using Machine Lear...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Tretiakov, Arsenii Martin, Alejandro Camacho, David Univ Politecn Madrid Dept Comp Syst Engn Calle Alan Turing Madrid 28031 Spain
This research focuses on the detection of false claims in Spanish through the use of machine learning techniques. Most of the current work related to automated, or semi-automated, fake news detections are carried out ... 详细信息
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Gradient Regularization with Multivariate Distribution of Previous Knowledge for Continual learning  23rd
Gradient Regularization with Multivariate Distribution of Pr...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Kim, Tae-Heon Moon, Hyung-Jun Cho, Sung-Bae Yonsei Univ Dept Comp Sci Seoul 03722 South Korea Yonsei Univ Dept Artificial Intelligence Seoul 03722 South Korea
Continual learning is a novel learning setup for an environment where data are introduced sequentially, and a model continually learns new tasks. However, the model forgets the learned knowledge as it learns new class... 详细信息
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EduBot: A Proof-of-Concept for a High School Motivational Agent  23rd
EduBot: A Proof-of-Concept for a High School Motivational Ag...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Faria, Hugo Barbosa, Maria Araujo Veloso, Bruno Marcondes, Francisco S. Lima, Celso Duraes, Dalila Novais, Paulo Univ Minho ALGORITMI Ctr Braga Portugal High Sch Caldas Taipas Caldas Das Taipas Guimaraes Portugal
Motivation appears to plays a role in student dropout. This paper uses a dataset with high school information (756 entries) for creating a model that relates year failures with the other features on the dataset. The r... 详细信息
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Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation  23rd
Convolutional Neural Network Approach for Multiple Sclerosis...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Messaoud, Nada Haj Mansour, Asma Ayari, Rim Ben Abdallah, Asma Aissi, Mouna Frih, Mahbouba Bedoui, Mohamed Hedi Univ Monastir Lab Technol & Med Imaging Fac Med Monastir Tunisia Fatouma Bouguiba Hosp Dept Neurol Monastir Tunisia Univ Monastir Fac Sci Monastir FSM Monastir Tunisia
Nowadays Deep learning (DL) based automatic segmentation has outperformed traditionalmethods. In the present paper, we are interested in automatic MS lesion segmentation of 2D images based on DL techniques. The main c... 详细信息
来源: 评论
Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires  23rd
Association Rules Mining for Reducing Items from Emotion Reg...
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23rd international conference on intelligent data engineering and automated learning (ideal)
作者: Khadimallah, Rihab Kallel, Ilhem Drira, Fadoua REGIM Lab Res Grp Intelligent Machines Sfax Tunisia FSEGS Fac Econ & Management Sfax Sfax Tunisia ISIMS Higher Inst Comp Sci & Multimedia Sfax Sfax Tunisia ENIS Natl Sch Engn Sfax Sfax Tunisia
Regulating learners' negative emotions during a learning session is an important factor in educational settings that aims at enhancing learner's cognitive performance and achievement outcomes. In this context,... 详细信息
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