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Automatic Parameter Tuning for Adaptive Thresholding in Fruit Detection [PDF]
This paper presents an automatic parameter tuning procedure specially developed for a dynamic adaptive thresholding algorithm for fruit detection. One of the major algorithm strengths is its high detection performances using a small set of training ...
Elie Zemmour, Polina Kurtser, Yael Edan
doaj +2 more sources
Flower pollination algorithm parameters tuning [PDF]
The flower pollination algorithm (FPA) is a highly efficient metaheuristic optimization algorithm that is inspired by the pollination process of flowering species. FPA is characterised by simplicity in its formulation and high computational performance.
Mergos, P.E., Yang, X-S.
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Automated video game parameter tuning with XVGDL+ [PDF]
Usually, human participation is required in order to provide feedback during the game tuning or balancing process. Moreover, this is commonly an iterative process in which play-testing is required as well as human interaction for gathering all important ...
Jorge Ruiz Quiñones +1 more
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Rainfall Prediction Using Backpropagation with Parameter Tuning [PDF]
Rainfall is one of the important elements in the process of weather and climate. The high intensity of rainfall every year can hamper the mobility of the population and the distribution of goods, especially in the port area. Rainfall prediction is needed
Setiawan Wahyudi +2 more
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Tuning Retinex Parameters [PDF]
Our goal is to understand how the Retinex parameters affect the predictions of the model. A simplified Retinex computation is specified in the recent MATLAB™ implementation; however, there remain several free parameters that introduce significant variability into the model’s predictions. We extend previous work on specifying these parameters.
Ciurea, Florian, Funt, Brian
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Automatic configuration of the Cassandra database using irace [PDF]
Database systems play a central role in modern data-centered applications. Their performance is thus a key factor in the efficiency of data processing pipelines. Modern database systems expose several parameters that users and database administrators can
Moisés Silva-Muñoz +2 more
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Global warming is currently progressing worldwide, and it is important to control greenhouse gas emissions from the perspective of adaptation and mitigation.
Kaito Furuhashi, Takashi Nakaya
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An automated system for program parameters fine tuning in the cloud [PDF]
The paper presents a software system aimed at finding best (in some sense) parameters of an algorithm. The system handles both discrete and continuous parameters and employs massive parallelism offered by public clouds.
S. A. Smirnov, A. S. Tarasov
doaj +1 more source
A Self-Adaptive Heuristic Algorithm for Combinatorial Optimization Problems [PDF]
This paper introduces a new self-tuning mechanism to the local search heuristic for solving of combinatorial optimization problems. Parameter tuning of heuristics makes them difficult to apply, as parameter tuning itself is an optimization problem.
Cigdem Alabas-Uslu, Berna Dengiz
doaj +1 more source
Efficiently Tuned Parameters Are Task Embeddings
EMNLP 2022 (main conference)
Zhou, Wangchunshu +2 more
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