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Automatic Parameter Tuning for Adaptive Thresholding in Fruit Detection [PDF]

open access: yesSensors, 2019
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]

open access: yesSoft Computing, 2021
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.
openaire   +5 more sources

Automated video game parameter tuning with XVGDL+ [PDF]

open access: yesJournal of Universal Computer Science, 2022
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
doaj   +3 more sources

Rainfall Prediction Using Backpropagation with Parameter Tuning [PDF]

open access: yesMATEC Web of Conferences, 2022
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
doaj   +1 more source

Tuning Retinex Parameters [PDF]

open access: yesJournal of Electronic Imaging, 2004
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
openaire   +3 more sources

Automatic configuration of the Cassandra database using irace [PDF]

open access: yesPeerJ Computer Science, 2021
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
doaj   +2 more sources

Investigating the Effects of Parameter Tuning on Machine Learning for Occupant Behavior Analysis in Japanese Residential Buildings

open access: yesBuildings, 2023
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
doaj   +1 more source

An automated system for program parameters fine tuning in the cloud [PDF]

open access: yesКомпьютерные исследования и моделирование, 2015
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]

open access: yesInternational Journal of Computational Intelligence Systems, 2014
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

open access: yesProceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
EMNLP 2022 (main conference)
Zhou, Wangchunshu   +2 more
openaire   +2 more sources

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