Accelerating the k-Means++ Algorithm by Using Geometric Information by Guillem Rodriguez Corominas, Maria J. Blesa, Christian Blum

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Comparative analysis of boosting algorithms for predicting personal default by Nhat Nguyen, Duy Ngo

“…This study conducts a comparative analysis of the performance of boosting algorithms, including AdaBoost, XGBoost, LightGBM, and CatBoost, in predicting personal defaults. …”
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Appling A Hybrid Encryption Algorithm in Cloud Computing‎ by Esraa Alobaydi, Muna Jawhar

“…This research aims to provide an overview of how ‌this process can be implemented using these nested hybrid algorithms and the potential benefits ‌of this multi-layered approach. …”
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Algorithm for Selection Equipment to Reduce the Technogenic Effect on the Environment by Kozii I.S., Plyatsuk L.D., Koval V.V.

“…The work is devoted to the development of an algorithm for selection dust and gas purification equipment in order to reduce the anthropogenic impact on the environment from emissions of the heat, power and chemical industries, which are sources of complex environmental pollution. …”
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Survey on vertical federated learning: algorithm, privacy and security by Jinyin CHEN, Rongchang LI, Guohan HUANG, Tao LIU, Haibin ZHENG, Yao CHENG

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Android malware detection using random forest algorithm by Samson Isaac, Abdullahi Tanimu, Mohammed Shamsuddeen Tukur, Jacob Isaac, Amina Bala Ja'afaru

“…This study addresses the growing need for effective malware detection methods by exploring the application of machine learning (ML) techniques to enhance the security of Android devices. Specifically, the research investigates the performance of various ML algorithms, with a focus on Random Forest, in detecting malware on the android platform. …”
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Proposition of New Metaphor-Less Algorithms for Reservoir Operation by Vartika Paliwal, Aniruddha D. Ghare, Ashwini B. Mirajkar, Neeraj Dhanraj Bokde, Zaher Mundher Yaseen

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Furniture design based on image color extraction algorithm by Binglu Chen, Guanyu Chen, Qianqian Hu

“…With the increasing demand for personalized and customized home products, how to realize the innovative design of furniture and improve the design efficiency has become a research hotspot for related professionals. Aiming at these problems, the study extracts the main color of furniture images by optimizing the K-mean clustering algorithm, uses the simulated annealing algorithm to color-match the furniture, and reconstructs the image by edge detection to design a furniture design method based on image color extraction. …”
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Routing and Scheduling in Time-Sensitive Networking by Evolutionary Algorithms by Zengkai Wang, Weizhi Liao, Xiaoyun Xia, Zijia Wang, Yaolong Duan

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SSCM: An Unambiguous Acquisition Algorithm for CBOC Modulated Signal by Yongxin Feng, Shunchao Fei, Fang Liu, Bo Qian

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Surprisal-based algorithm for detecting anomalies in categorical data by Ossama Cherkaoui, Houda Anoun, Abderrahim Maizate

“…Anomaly detection is an important research area in a diverse range of real-world applications. …”
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Adaptive predator prey algorithm for many objective optimization by Nikunj Mashru, Kanak Kalita, Lenka Čepová, Pinank Patel, Arpita, Pradeep Jangir

“…This paper presents the Many-Objective Marine Predator Algorithm (MaOMPA), an adaptation of the Marine Predators Algorithm (MPA) specifically enhanced for many-objective optimization tasks. …”
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On Evaluation of Data Stream Clustering Algorithms: A Survey by Christian Nordahl, Veselka Boeva, Hakan Grahn, Marie Persson-Netz

“…Data stream mining is a research area that has grown enormously in recent years. …”
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Solving the Traveling Salesman Problem Using the IDINFO Algorithm by Yichun Su, Yunbo Ran, Zhao Yan, Yunfei Zhang, Xue Yang

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Angular orientation determination in SINS: traditional algorithms comparison by A. A. Sanko, A. A. Sheinikov

“…The analysis of the obtained research results is carried out, which allows us to choose an algorithm that has an advantage with respect to accuracy and computational simplicity, depending on the flight conditions. …”
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An Algorithm to Automatically Generate the Combinatorial Orbit Counting Equations. by Ine Melckenbeeck, Pieter Audenaert, Tom Michoel, Didier Colle, Mario Pickavet

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Heuristic algorithm tool for planning mass vaccine campaigns by Jessica Rodríguez-Pereira, Helena Ramalhinho, Paula Sarrà

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Integrated PTS fire evacuation path planning algorithm by Zhijun Gao, Meng Zhang, Xin Wang, Hongyan Zhang, Chengcheng Zhang

“…To address these issues, this study proposes a novel hybrid fire evacuation path-planning algorithm that integrates the Pathfinder Algorithm (PFA) with the Tunicate Swarm Algorithm (TSA). …”
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The Four-line Algorithm for the Treatment of Unilateral Cleft Lip by Franklin J. Paredes, MD, Edwar C. Alvarez, MD, Emily M. Jones, BS, Valeri K. Paredes, MD

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Diversified caching algorithm with cooperation between edge servers by Yongxuan Sang, Yukang Guo, Bo Wang, Ying Song

“…The collaboration between edge servers is often ignored in the existing research work for caching decisions, which can easily lead to a low edge cache hit rate, thereby reducing the efficiency of edge resource use and service quality. …”
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