Optimization of Deep Neural Networks Using a Micro Genetic Algorithm by Ricardo Landa, David Tovias-Alanis, Gregorio Toscano

“…By exploring different representations and objective functions, including classification accuracy, hidden neuron ratio, minimum redundancy, and maximum relevance for feature selection, eight algorithmic variants were developed, with six variants performing both hidden layers reduction and feature-selection tasks. …”
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Algorithm for Internal State Financial Control by the Treasury of Russia: Problems and Solutions by N. N. Simko

“…The aim of the study is to show the organization and stages (algorithm) of implementing internal state financial control, to identify problems and possible solutions. …”
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An Algorithm of Decomposing the Trend and Cyclical Components of FDI Inflows: the Case of Ukraine by Bogdan A. Moskalenko, Pavlin Mitev

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Algorithms for Calculating the Trajectory of Unmanned Aerial Vehicles for Solving Agricultural Problems by V. V. Lebedeva, I. V. Lebedev

“…The relevance of using unmanned aerial vehicles (UAV) is substantiated in comparison with other methods of aerospace survey. …”
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Tackling Blind Spot Challenges in Metaheuristics Algorithms Through Exploration and Exploitation by Matej Črepinšek, Miha Ravber, Luka Mernik, Marjan Mernik

“…Such regions can mislead the search process, trap metaheuristic algorithms (MAs) in local optima, or hide global optima in isolated regions, making effective exploration particularly challenging. …”
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Comparative analysis of impact of classification algorithms on security and performance bug reports by Said Maryyam, Bin Faiz Rizwan, Aljaidi Mohammad, Alshammari Muteb

“…Comparative analysis reveals that two algorithms (SVM and LR) perform better in terms of precision (0.99) for performance bugs and three algorithms (SVM, ANN, and LR) perform better in terms of F1 score for security bugs as compared to other classification algorithms which are essentially due to the linear dataset and extensive number of features in the dataset.…”
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Micromedia News Dissemination Impact Assessment Integrated with Personalized Recommendation Algorithm by Shaofang Guo

“…These recommendation algorithms are effective. This promotes the dissemination of news, which also recommends news content that is more relevant to user preferences for most users. …”
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Illustration visual communication based on computer vision image retrieval algorithm by H.Z. Zhang

“…Computer vision image retrieval algorithm provides important support and assistance for the visual communication of illustration. …”
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Lower bounds for quantum-inspired classical algorithms via communication complexity by Nikhil S. Mande, Changpeng Shao

“…Quantum-inspired classical algorithms provide us with a new way to understand the computational power of quantum computers for practically-relevant problems, especially in machine learning. …”
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An Anomaly Detection Based on Data Fusion Algorithm in Wireless Sensor Networks by Xingfeng Guo, Dianhong Wang, Fenxiong Chen

“…Finally, relevant experiments on virtual and actual sensor databases show that our algorithm can achieve a high outlier detection rate while the false alarm rate is low. …”
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Python-Based Visual Classification Algorithm for Economic Text Big Data by Yihuo Jiang, Xiaomei Guo, Hongliang Ni, Wenbing Jiang

“…According to the processing results, the most relevant features of the economic text big data classification process are selected, including Gini index, information gain, mutual information, etc., and the TF-IDF weighting algorithm is used to weight the economic text data features. …”
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Hybrid Human and Machine Learning Algorithms to Forecast the European Stock Market by Germán G. Creamer, Yasuaki Sakamoto, Jeffrey V. Nickerson, Yong Ren

“…In most cases, the expert weighting algorithm was better than or as good as the best algorithm or human. …”
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Nighttime foggy image generation algorithm based on semi-analytic model by GUO Fan, LIU Wentao, YANG Jianan, TANG Jin

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Implementation of Haar Cascade and Adaboost Algorithms in Photo Classification on Social Networks by Rezty Amalia Aras, Hutami Endang

“…Results: Two of her classification algorithms, Haar Cascade and Adaboost, were used in this study. …”
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Algorithmic Management and App-based Delivery Workers in Rio de Janeiro by Lucas Souza

“…Across these, it has been common to observe similar characteristics of this model of management and labour control via algorithmic management. However, it is important to look at the particular facets of each context in the process of platformisation, and food couriers appear as highly relevant agents within this movement. …”
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A Clustering Algorithm for Large Datasets Based on Detection of Density Variations by Adrián Josué Ramírez-Díaz, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa

“…Clustering algorithms help handle unlabeled datasets. In large datasets, density-based clustering algorithms effectively capture the intricate structures and varied distributions that these datasets often exhibit. …”
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TinderAI: Support System for Matching AI Algorithms and Embedded Devices by Matteo Francobaldi, Allegra De Filippo, Andrea Borghesi, Nikola Pizˇurica, Igor Jovančević, Tim Llewellynn, Miguel de Prado

“…Our approach is based on three key elements: i) fair benchmarking of target AI algorithms on a set of hetero- geneous platforms, ii) creation of ML models to learn the behaviour of these AI algorithms, and iii) support guidelines to help identify the best deployment option for a given AI algorithm. …”
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Feature Generation with Genetic Algorithms for Imagined Speech Electroencephalogram Signal Classification by Edgar Lara-Arellano, Andras Takacs, Saul Tovar-Arriaga, Juvenal Rodríguez-Reséndiz

“…This algorithm can efficiently explore ample feature space and identify the most relevant features for the task. …”
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Algorithms in the orchard: An embedding-based expert answering system for apple rust by Astha Anand, Jian Shen, Armin Bernd Cremers, Marc Jacobs

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A Morphology-Preserving Algorithm for Denoising of EMG-Contaminated ECG Signals by Vladimir Atanasoski, Jovana Petrovic, Lana Popovic Maneski, Marjan Miletic, Milos Babic, Aleksandra Nikolic, Dorin Panescu, Marija D. Ivanovic

“…The existing EMG-denoising algorithms often distort signal morphology, thus obscuring diagnostically relevant information. …”
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