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检索条件"主题词=Algorithm Selection"
313 条 记 录,以下是91-100 订阅
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Hybrid Ranking and Regression for algorithm selection  43rd
Hybrid Ranking and Regression for Algorithm Selection
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43rd German Conference on Artificial Intelligence (KI)
作者: Hanselle, Jonas Tornede, Alexander Weve, Marcel Huellermeier, Eyke Paderborn Univ Heinz Nixdorf Inst Paderborn Germany Paderborn Univ Dept Comp Sci Paderborn Germany
algorithm selection (AS) is defined as the task of automatically selecting the most suitable algorithm from a set of candidate algorithms for a specific instance of an algorithmic problem class. While suitability may ... 详细信息
来源: 评论
AHP Based Classification algorithm selection for Clinical Decision Support System Development
AHP Based Classification Algorithm Selection for Clinical De...
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Conference on Conquering Complexity - Challenges and Opportunities
作者: Khanmohammadi, Sina Rezaeiahari, Mandana SUNY Binghamton Watson Sch Engn Dept Syst Sci & Ind Engn Binghamton NY 13902 USA
Supervised classification algorithms have become very popular because of their potential application in developing intelligent data analytic software. These algorithms are known to be sensitive to the characteristic a... 详细信息
来源: 评论
Dynamic Machine Learning algorithm selection For Network Slicing in Beyond 5G Networks  9
Dynamic Machine Learning Algorithm Selection For Network Sli...
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9th IEEE International Conference on Network Softwarization (IEEE NetSoft) - Boosting Future Networks through Advanced Softwarization
作者: Bouroudi, Abdelmounaim Outtagarts, Abdelkader Hadjadj-Aoul, Yassine Nokia Networks France Bell Labs Massy France Univ Rennes INRIA CNRS IRISA Rennes France
The advanced 5G and 6G mobile network generations offer new capabilities that enable the creation of multiple virtual network instances with distinct and stringent requirements. However, the coexistence of multiple ne... 详细信息
来源: 评论
A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for algorithm selection  12
A Distance-Weighted Class-Homogeneous Neighbourhood Ratio fo...
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Asian Conference on Machine Learning
作者: Chen, Haofei Liu, Ya Ahuja, Japnit Kaur Ler, Daren Natl Jr Coll 37 Hillcrest Rd Singapore 288913 Singapore Natl Univ Singapore 21 Lower Kent Ridge Rd Singapore 119077 Singapore
In this paper, we introduce a new form of meta-feature that is based on a distance-weighted class-homogeneous neighbourhood ratio to facilitate algorithm selection. We show that these new meta-features, while exhibiti... 详细信息
来源: 评论
TRIO: Task-agnostic dataset representation optimized for automatic algorithm selection  21
TRIO: Task-agnostic dataset representation optimized for aut...
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21st IEEE International Conference on Data Mining (IEEE ICDM)
作者: Cohen-Shapira, Noy Rokach, Lior Ben Gurion Univ Negev Beer Sheva Israel
With the growing number of machine learning (ML) algorithms, the selection of the top-performing algorithms for a given dataset, task, and evaluation measure is known to be a challenging task. The human expertise requ... 详细信息
来源: 评论
Reasoning and algorithm selection Augmented Symbolic Segmentation
Reasoning and Algorithm Selection Augmented Symbolic Segment...
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Intelligent Systems Conference (IntelliSys)
作者: Lukac, Martin Abdiyeva, Kamila Kim, Alexandra Kameyama, Michitaka Nazarbayev Univ Dept Comp Sci Astana Kazakhstan Ishinomaki Senshu Univ Dept Comp Sci Ishinomaki Miyagi Japan
In this paper an alternative method to symbolic segmentation is studied. Semantic segmentation being one of the most difficult tasks currently in the computer vision area, and large number of algorithms is being devel... 详细信息
来源: 评论
Cross-domain algorithm selection: algorithm selection across selection Hyper-heuristics
Cross-domain Algorithm Selection: Algorithm Selection across...
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IEEE Symposium Series on Computational Intelligence (IEEE SSCI)
作者: Misir, Mustafa Duke Kunshan Univ Div Nat & Appl Sci Kunshan Peoples R China
The present study introduces algorithm selection on selection hyper-heuristics. Hyper-heuristics are known as problem-independent methods utilized to solve different instances from varying problem domains. In the lite... 详细信息
来源: 评论
On algorithm selection, with an application to combinatorial search problems
On algorithm selection, with an application to combinatorial...
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作者: Kotthoff, Lars University of St Andrews
学位级别:博士
The algorithm selection Problem is to select the most appropriate way for solving a problem given a choice of different ways. Some of the most prominent and successful applications come from Artificial Intelligence an... 详细信息
来源: 评论
Flexible algorithm selection Framework for Large Scale Metalearning
Flexible Algorithm Selection Framework for Large Scale Metal...
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11th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
作者: Santos, Eugene, Jr. Kilpatrick, Alex Nguyen, Hien Gu, Qi Grooms, Andy Poulin, Chris Dartmouth Coll Thayer Sch Engn 8000 Cummings Hall Hanover NH 03755 USA Univ Wisconsin Whitewater Dept Math & Comp Sci 800 W Main Street Whitewater WI 53190 USA
We are working on the problem of developing a flexible, generic metalearning process that supports algorithm selection based on studying the algorithms' past performance behaviors. State of the art machine learnin... 详细信息
来源: 评论
Improving Nevergrad's algorithm selection Wizard NGOpt Through Automated algorithm Configuration  17th
Improving Nevergrad's Algorithm Selection Wizard NGOpt Throu...
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17th International Conference on Parallel Problem Solving from Nature (PPSN)
作者: Trajanov, Risto Nikolikj, Ana Cenikj, Gjorgjina Teytaud, Fabien Videau, Mathurin Teytaud, Olivier Eftimov, Tome Lopez-Ibanez, Manuel Doerr, Carola Fac Comp Sci & Engn Skopje North Macedonia Jozef Stefan Inst Ljubljana Slovenia Jozef Stefan Int Postgrad Sch Ljubljana Slovenia Univ Littoral Cote dOpale Dunkerque France Facebook AI Res Paris France Univ Malaga ITIS Software Malaga Spain Sorbonne Univ LIP6 CNRS Paris France
algorithm selection wizards are effective and versatile tools that automatically select an optimization algorithm given high-level information about the problem and available computational resources, such as number an... 详细信息
来源: 评论