Implementing and Evaluating an Heterogeneous, Scalable, Tridiagonal Linear System Solver with OpenCL to Target FPGAs, GPUs, and CPUs by Hamish J. Macintosh, Jasmine E. Banks, Neil A. Kelson

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Improving Portfolio Management Using Clustering and Particle Swarm Optimisation by Vivek Bulani, Marija Bezbradica, Martin Crane

“…This paper addresses the notable research gap in analysing historical financial data for portfolio optimisation purposes. …”
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An optimized system for predicting energy usage in smart grids using temporal fusion transformer and Aquila optimizer by Namdeo Baban Badhe, Rahul P. Neve, Vijaykumar P. Yele, Swati Abhang, Komal Madhukar Dhule, Darshan Mali

“…This research presents an optimized system for predicting energy usage in smart grids by integrating the Temporal Fusion Transformer (TFT) with the Aquila Optimizer (AO). …”
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MosaicFormer: A Novel Approach to Remote Sensing Spatiotemporal Data Fusion for Lake Water Monitors by Dongxue Zheng, Aifeng Lv

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SWOT analysis of social and pedagogical potential of the artistic and cultural environment of a region (on the example of the Voronezh region) by Olga Viktorovna Netsenko, Maria Sergeevna Barabanova

“…Kramskoy can be considered the result of the research. The methodology of the SWOT analysis made it possible to determine the directions of development of the interaction of educational and culture institutions in the region to solve the problems of social education.…”
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Tissue Puncture Event Detection in Needle Procedures using Vibroacoustic Signals - ResNet optimised Phantom Results by Serwatka Witold, Rzepka Dominik, Oran Hamza, Steeg Katharina, Krombach Gabriele, Stefanski Juliusz, Heryan Katarzyna, Friebe Michael

“…This result is very encouraging, as several possible improvements have been identified that will be implemented in the next research steps together with a robot assisted insertion and an automatic video annotation algorithm.…”
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Coastal Shipping Radar Monitoring System with Satellites as Transmitters of Opportunity by Van Quan Nguyen

“…Signal processing was performed using a program developed in the MATLAB environment.Results. An algorithm for processing satellite signals of the GPS global navigation system in a passive radar system is proposed. …”
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Cross-Domain Fake Review Detection via Orthogonal Counterfactual Representations by Richa Gupta, Vinita Jindal, Indu Kashyap

“…Manual detection of these fakes is a challenging task. Moreover, existing research focuses primarily on single domain. Further, labelled datasets are limited and restricted to a few domains. …”
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Anti-Freezing and Operation Optimization Design of Air-Conditioning Systems for Industrial Plants in Severely Cold Regions by Baogang Zhang, Weitao Wang, Ming Liu, Mingxuan Liu

“…Taking a diesel engine laboratory as the research case, key freezing-inducing factors were identified through system performance analysis and fault diagnosis. …”
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Hydrodynamic coefficients identification of ship simplified modular model based on support vector regression by Lifei SONG, Yuqing WANG, Wei PENG, Peiyong LI, Yushan LIu, Yongfeng ZHANG

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Identifying and prioritizing antifragile tourism strategies in a Neutrosophic environment by Mahdi Ghaforiyan, Ali Sorourkhah, Seyyed Edalatpanah

“…In this study, we implemented the Antifragility Analysis Algorithm (AAA) to address the research problem (identifying and prioritizing tourism strategies in the western region of Mazandaran province, Iran). …”
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Prevention and treatment of wound infections after caesarean section by K. Yu. Krylov, N. N. Rukhliada, E. I. Biryukova, L. Sh. Tsechoeva

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Standing balance of single-legged hopping robot model using reinforcement learning approach in the presence of external disturbances by S. Mohamad Hoseinifard, Majid Sadedel

“…The research outcomes, acquired through a series of comprehensive tests conducted within the Simulink simulator environment, demonstrate the robot’s capacity to maintain balance over 80 consecutive jumps. …”
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Simulation of Electric Networks Modes Using Steady-State and Heat Balance Equations by A. B. Balametov, E. D. Halilov

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Scientific summarizing of the results of expert evaluation of anticancer drugs for the treatment of gastric and colorectal cancer by A. S. Nemchenko, S. O. Zharkova, M. V. Podgaina

“…Questionnaire for oncologists was designed by researchers of Organization and economy of pharmacy department led by professor Nemchenko A.S. and successfully used in conducting of fundamental researches from 1998; questionnaire proposed to assess 48 anticancer drugs. …”
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Auxiliary Diagnosis of Breast Cancer Based on Machine Learning and Hybrid Strategy by Hua Chen, Kehui Mei, Yuan Zhou, Nan Wang, Guangxing Cai

“…In this paper, we take breast cancer as the research object, and pioneer a hybrid strategy to process the data, and combine the machine learning method to build a more accurate and efficient breast cancer auxiliary diagnosis model. …”
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Combating electricity fraud: Employing hybrid learning and computer vision for sustainable energy management by Jui-Sheng Chou, Nader Anwar Charaf, Dani Nugraha Limantono, Hoang-Minh Nguyen

“…Additionally, the study explores hybrid and ensemble AI models that combine the best-performing algorithms to improve prediction accuracy. The performance of these models is rigorously evaluated using various performance metrics, with results showing that the machine learning model with hyperparameters optimized by a metaheuristic optimization algorithm achieved the highest prediction accuracy. …”
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Detection of Damage on Inner and Outer Races of Ball Bearings Using a Low-Cost Monitoring System and Deep Convolution Neural Networks by Handeul You, Dongyeon Kim, Juchan Kim, Keunu Park, Sangjin Maeng

“…Although numerous studies have introduced machine learning methods for bearing fault diagnosis, the high costs associated with sensors and data acquisition devices limit their practical application in industrial environments. Additionally, research aimed at identifying the root causes of faults through diagnostic algorithms has progressed relatively slowly. …”
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Enhancing student success prediction in higher education with swarm optimized enhanced efficientNet attention mechanism. by Meshari Alazmi, Nasir Ayub

“…The key insights the current research provides are the necessity of early intervention and directed training support in the educational domain. …”
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Justification of working out of combine harvesters technological certificate by G. E. Chepurin, N. M. Ivanov

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