Fast Task Scheduling With Model Predictive Control Integrating a Priority-Based Heuristic by Francesco Liberati, Manuel Donsante, Chiara Maria Francesca Cirino, Andrea Tortorelli

“…There are two main objectives. The algorithm shall suggest to the planning operators an optimized scheduling of the activities, i.e., one which minimizes the total completion time (the makespan), while satisfying all the applicable constraints. …”
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Bioinformatics-based analysis of autophagy-related genes and prediction of potential Chinese medicines in diabetic kidney disease by Yufeng Xing, Zining Peng, Chaoyang Ye

“…Subsequently, the least absolute shrinkage and selection operator (LASSO) regression and support vector machine-recursive feature elimination (SVM-RFE) algorithms were adopted to select autophagy-related genes. …”
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Comprehensive Evaluation Method of Teaching Effect Based on Particle Swarm Optimization Neural Network Model by Heng Cao, Qianhui Gao

“…The important role of teaching evaluation system is embodied in: starting from the teaching goal and the vocational education teaching activities. This paper studies the optimization algorithm and optimization system, it not only makes the algorithm involve basic mathematical operations, and the computer support required for the data processing process is not high, but it also improves the evaluation of the degree of optimization. …”
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Research on inter-plant weeding control in peanut at LADRC based on IACO-PSO optimization by Xiaolong Zhang, Hongzhen Xu, Jiaodi Liu, Longzhe Quan, Lichang Zhang, Bang Zhang

“…To address this, this study investigated a Linear Active Disturbance Rejection Control (LADRC) system for peanut inter-plant weeding, optimized using an improved Ant Colony Optimization-Particle Swarm Optimization IACO-PSO algorithm. …”
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FLWD:A Webshell detection method based on federated learning by ZENG Qingpeng, CHAI Jiangli, WU Shuixiu

“…Webshell attacks were a common technique where attackers gained partial control over the Web server through a Webshell to carry out malicious activities. Due to the covert nature of Webshell operations and the continuous creation of new Webshell variants by attackers to evade security detection, coupled with the lack of information sharing and coordination between servers, uneven detection capabilities in responding to Webshell attacks emerged, making it difficult to establish a comprehensive and effective defense system. …”
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An Attention-Enhanced 3D-CNN Framework for Spectrogram-Based EEG Analysis in Epilepsy Detection by Ziaullah Khan, Aakanksha Dayal, Hee-Cheol Kim

“…The proposed algorithm preprocesses 21-channel EEG signals by segmenting them into 4-second Hann windows, applies the Short-Time Fourier Transform (STFT) to extract time-frequency features, and constructs stacked spectrograms that serve as three-dimensional inputs to the model. …”
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Probabilistic Solar Proxy Forecasting With Neural Network Ensembles by Joshua D. Daniell, Piyush M. Mehta

“…Currently, the USAF contracts Space Environment Technologies (SET), which uses a linear algorithm to forecast F10.7cm. In this work, we introduce methods using neural network ensembles with multi‐layer perceptrons (MLPs) and long‐short term memory (LSTMs) to improve on the SET predictions. …”
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Evaluation of New Risk-based Regulatory Approach to Classification of GMP Deficiencies (Review) by V. N. Shestakov, Yu. V. Podpruzhnikov

“…The proposed innovation in regulatory activity is that a critical deficiency can consist of several related nonconformities, none of which can be critical on their own, but which together can constitute a critical nonconformity or system failure. …”
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Measuring the Company’s Capabilities and Assessing their Impact on Its Economic Results: Analytic Tools by E. P. Tretiakova, M. S. Tretiakova

“…With the increasing uncertainty of the external environment, the capabilities of companies become the driving force behind their operations and development, making the management of these capabilities an important task for management. …”
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The Relationship Between Artificial Intelligence and Critical Infrastructure Development: Bibliometric Analysis by Nataliia Trushkina

“…The results of the analysis can be used in further research to substantiate and develop an algorithm of actions for rapid response to crisis phenomena and adaptation of the functioning of critical infrastructure facilities to new global challenges.…”
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FPGA-Based Deep Neural Network Implementation for Handwritten Digit Recognition by Matej Štajnbrikner, Igor Valek, Tomislav Matić, Mario Vranješ

“…We propose the use of a fully connected four-layer neural network with the hidden layers implementing the ReLU activation function and the output layer based on the Softmax activation function. …”
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An Adaptive Ant Colony System Memorizing Better Solutions (aACS-MBS) For Traveling Salesman Problem by Dursun Ekmekci

“…In this study, a solution proposal is presented that updates the q0 parameter dynamically, which balances the exploitation and exploration activities of the ACS. The method has been tested on the traveling salesman problem (TSP) of different sizes, and the obtained results are evaluated together with the change in the q0 parameter, and the solution search strategy of the algorithm is analyzed. …”
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Long-Term Multiyear Transmission Expansion Planning in Turkish Power System by Ahmet Ova, Erdi Dogan, Sevki Demirbas

“…In this study, a new binary version of the original FBI algorithm called the BFBI (binary forensic-based investigation) algorithm is developed to solve the binary TEP problem. …”
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Research on Ship Heave Motion Compensation Control Under Complex Sea State Environment Based on Improved Reinforcement Learning by ZHANG Qin, ZHOU Jingyi, WANG Xingyue, HU Xiong

“…In turn, this fortifies the bastion of offshore operations and safeguards personnel transfers.Results and DiscussionsSimulation experiments demonstrate the outstanding effectiveness of the improved TD3 algorithm in compensation control when confronted with adverse and complex sea conditions. …”
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A novel Parrot Optimizer for robust and scalable PEMFC parameter optimization by Mohammad Aljaidi, Pradeep Jangir, Arpita, Sunilkumar P. Agrawal, Sundaram B. Pandya, Anil Parmar, Gulothungan G., Ali Fayez Alkoradees, Mohammad Khishe, Reena Jangid

“…The study demonstrates PO as a dependable optimization method which improves PEMFC design processes while enhancing operational reliability through future research that includes real-time control and algorithm combination and system scalability.…”
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Pain in the Foot: Pathogenesis, Diagnosis and Treatment by Yatskevych A.

“…The pain in the foot combined with the violation of its structure is the basic indicators for the operational treatment in about one third of patients in orthopedic hospitals. …”
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Detection of water surface targets based on improved Deformable DETR by Pengjiu WANG, Junbin Gong, Wei LUO, Xiao HUANG, Junjie GUO

“…It has a series of operations, including depth-separable convolution, as well as SE modules and the Hard-swish activation function. …”
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deep-Sep: a deep learning-based method for fast and accurate prediction of selenoprotein genes in bacteria by Yao Xiao, Yan Zhang

“…They contain the 21st amino acid selenocysteine (Sec) in the active sites, which is encoded by an in-frame UGA codon. …”
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Efficient Real-Time Tool Chatter Detection Through Bandpass Filtering by Javier Arenas, Jorge Martínez de Alegría, Patxi X. Aristimuño, Vicente Gómez

“…The algorithm operates without requiring a prior model of the specific tool characteristics, making it capable of detecting chatter by simply knowing the number of teeth of the active tool. …”
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Development of a procedure for adapting a model of adjustable intersection by I. A. Novikov, A. G. Shevtsova, A. A. Kravchenko, A. G. Burlutskaia

“…The article is devoted to the development of an algorithm for checking the assessment of the adequate operation of the transport model and the application of this algorithm in practice.The research has been carried out at a regulated intersection in Belgorod, the main parameters necessary for creating a transport model have been determined. …”
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