Analysis of the Customer Churn Prediction Project in the Hotel Industry Based on Text Mining and the Random Forest Algorithm by Leila Taherkhani, Amir Daneshvar, Hossein Amoozad Khalili, Mohamad Reza Sanaei

“…In this research, an approach based on text mining on customers’ comments in the Persian language is presented, which uses the random forest algorithm for classification that was considered the most effective method to solve this problem. …”
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Protocol for validating an algorithm to identify neurocognitive disorders in Canadian Longitudinal Study on Aging participants: an observational study by Verena Menec, Teresa Liu-Ambrose, David B Hogan, Megan E O’Connell, Mary Thompson, Andrew P Costa, Eric E Smith, Changbao Wu, Aaron Jones, Andrew Wister, Christina Wolfson, Parminder Raina, Jinhui Ma, Lauren E Griffith, Christopher Patterson, Alexandra J Mayhew, Benoit Cossette, David Hogan, Howard Chertkow, Susan Kirkland, Megan O'Connell, Vanessa Taler, Andrew Costa, Jacqueline McMillan, Gerry Mugford, Theone Paterson

“…Introduction In population-based research, disease ascertainment algorithms can be as accurate as, and less costly than, performing supplementary clinical examinations on selected participants to confirm a diagnosis of a neurocognitive disorder (NCD), but they require cohort-specific validation. …”
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Improved Multiobjective Genetic Algorithm for Partitioning Distributed Photovoltaic Clusters: Balancing Spatial Distance and Power Similarity by Yansen Chen, Kai Cheng, Zhuohuan Li, Shixian Pan, Xudong Hu

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Safe AI for coral reefs: Benchmarking out-of-distribution detection algorithms for coral reef image surveys by Mathew Wyatt, Sharyn Hickey, Ben Radford, Manuel Gonzalez-Rivero, Nader Boutros, Nikolaus Callow, Nicole Ryan, Arjun Chennu, Mohammed Bennamoun, James Gilmour

“…We show that KNN (K-Nearest Neighbour) distance was the most consistent across datasets, followed by Virtual-logit matching (ViM). 3. This research shows a compelling example of how a handful of openly available algorithms can easily be used as a complimentary indicator alongside confidence (Softmax probability), in turn providing more efficient and safe deployment of deep learning for rapid reporting of coral reef habitats.…”
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Derivation and Validation of ESC-0/1-h Algorithm for High-Sensitivity Troponin T and I in Cancer Patients by Paolo Bima, MD, Pedro Lopez-Ayala, MD, Luca Koechlin, MD, Fulvio Morello, MD, PhD, Jasper Boeddinghaus, MD, Mihaela Dimitrova, MD, Carlos C. Spagnuolo, MD, Emel Kaplan, MD, PhD, Thomas Nestelberger, MD, Jonas Glaeser, MD, Karin Wildi, MD, Jeanne du Fay de Lavallaz, MD, PhD, Beata Morawiec, MD, Oscar Miro, MD, Gemma Martínez-Nadal, MD, Francisco J. Martin-Sanchez, MD, Michael Christ, MD, Ksenija Slankamenac, MD, PhD, Giulia Labarile, MD, Bertil Lindahl, MD, Evangelos Giannitsis, MD, Enrico Lupia, MD, Christian Mueller, MD, Maria Rubini Gimenez, MD, Bernhard Okamura, MD, Tamar S. Muench-Gerber, MD, Alessandra Sanzone, MD, Tobias Zimmermann, MD, Desiree Wussler, MD, Joan Walter, MD, Patrick Badertscher, MD, Christian Puelacher, MD, PhD, Dagmar Keller, MD, Tobias Breidthardt, MD, Eliska Potlukova, MD, PhD, Damian Kawecki, MD, Nicolas Geigy, MD, Katharina Rentsch, PhD, Piotr Munzk, MD, Gemma Martinez-Nadal, MD, Esther Rodriguez Adrada, MD, Eva Ganovská, MD, Jiri Parenica, MD, Arnold von Eckardstein, MD, Isabel Campodarve, MD, James McCord, MD, Richard Nowak, MD, Richard Body, MB ChB, PhD, Christopher R. deFilippi, MD, Robert H. Christenson, MD, Mauro Panteghini, MD, Mario Plebani, MD, Franck Verschuren, PhD, John French, PhD, Silvia Weiser, PhD, Tomas Jernberg, MD, Aitor Alquézar-Arbé, MD, PhD, Jordi Ordonez-Llanos, MD, PhD

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Multi-UAV Path Planning for Air-Ground Relay Communication Based on Mix-Greedy MAPPO Algorithm by Yiquan Wang, Yan Cui, Yu Yang, Zhaodong Li, Xing Cui

“…With the continuous development of modern UAV technology and communication technology, UAV-to-ground communication relay has become a research hotspot. In this paper, a Multi-Agent Reinforcement Learning (MARL) method based on the ε-greedy strategy and multi-agent proximal policy optimization (MAPPO) algorithm is proposed to address the local optimization problem, improving the communication efficiency and task execution capability of UAV cluster control. …”
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Using UAV-based multispectral images and CGS-YOLO algorithm to distinguish maize seeding from weed by Boyi Tang, Jingping Zhou, Chunjiang Zhao, Yuchun Pan, Yao Lu, Chang Liu, Kai Ma, Xuguang Sun, Ruifang Zhang, Xiaohe Gu

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Selection Method of Cross-Border e-Commerce Export Logistics Mode Based on Collaborative Filtering Algorithm by Ying Yang

“…Firstly, the development background of cross-border e-commerce logistics is sorted out, and the research content, research method, and research framework are proposed based on the theoretical research of relevant scholars. …”
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A Novel Deep Learning Approach for Yarn Hairiness Characterization Using an Improved YOLOv5 Algorithm by Filipe Pereira, Helena Lopes, Leandro Pinto, Filomena Soares, Rosa Vasconcelos, José Machado, Vítor Carvalho

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Planning Public Space Climate Comfortability: A GIS-Based Algorithm for the Compact Cities of the Far North by Anna Korobeinikova, Nina Danilina, Irina Teplova

“…The research methodology of public space planning taking into account the climatic comfortability of Far North cities is proposed in this article. …”
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Investigation on Three-Hump Phosphor-Coated White Light-Emitting Diodes for Healthy Lighting by Genetic Algorithm by Ziquan Guo, Kai Liu, Lili Zheng, Tien-mo Shih, Yijun Lu, Tingzhu Wu, Yi Lin, Yuxue Zhang, Jianghui Zheng, Jie Chen, Lianxin Chen, Zhong Chen

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The predictive role of identifying frailty in assessing the need for palliative care in the elderly: the application of machine learning algorithm by Zahra Nejatifar, Ahad Alizadeh, Mohammad Amerzadeh, Shideh Omidian, Sima Rafiei

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Minimization of Feedback Loop Distortions in Digital Predistortion of a Radio-Over-Fiber System With Optimization Algorithms by Carlos Mateo, Pedro L. Carro, Paloma Garcia-Ducar, Jesus de Mingo, Inigo Salinas

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A distributed model‐free adaptive voltage control algorithm for distribution systems with extensive integration of photovoltaics by Baoye Tian, Zhifei Guo, Baorong Zhou, Lijuan Fan, Zhuoming Deng, Yongjie Zhang, Zuowei You, Lingxue Lin

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A comprehensive survey on RGB-D-based human action recognition: algorithms, datasets, and popular applications by Yumin Zhang, Yanyong Wang

“…Especially for human action recognition based on RGB-D data, a promising research direction, there has been a number of researchers to work on. …”
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Sentiment Analysis Of Indonesian Civil Servan Candidates 2023 Twitter Network With Naive Bayes Algorithm Method by Harman Akbar Tullah, Muh Akbar, Alem Febri Sonni, Akbar Iskandar, Erwin Gatot Amiruddin, Kamaruddin, Asnimar

“…Using advanced techniques such as social network analysis and Python language processing, as well as the application of the Naive Bayes algorithm, this research carefully examines the conversation patterns and topic trends prevalent on Twitter during the CPNS selection phase. …”
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AI-Driven Blade Alignment for Aerial Vehicles’ Rotary Systems Using the A* Algorithm and Statistical Heuristics by Samarth Godara, Madhur Behl, Gaurab Dutta, Rajender Parsad, Sudeep Marwaha

“…Manual methods for blade alignment often demand extensive calculations and experienced technicians, resulting in time-consuming processes. This research proposes an innovative AI-based algorithm to optimize blade alignment in helicopter rotary systems, integrating the A* algorithm and a statistical heuristic function. …”
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Design of dual-layer heater based on genetic algorithm to optimize magnetic field gradient in vapor cell by Zhicheng Tan, Jing Zhu, Yanyan Liu, Siyang Lu, Lianqing Zhu

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5G Network Deployment Planning Using Metaheuristic Approaches by Binod Sapkota, Rijan Ghimire, Paras Pujara, Shashank Ghimire, Ujjwal Shrestha, Roshani Ghimire, Babu R. Dawadi, Shashidhar R. Joshi

“…The present research focuses on optimizing 5G base station deployment and visualization, addressing the escalating demands for high data rates and low latency. …”
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Evaluating the performance of pixel-based and object-based multidimensional clustering algorithms for automated surface water mapping by Bohao Li, Kai Liu, Ming Wang, Yanfang Wang, Linmei Zhuang, Weihua Zhu, Chenxia Li, Linhao Zhang, Yanan Chen

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