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International computer sciences and Information Technologies (CSIT)

作者： Yuliia Prokop Natalia Nestoruk Pavlo Chykunov Olena Trofymenko Department of Computer Science Czech Technical University in Prague Prague Czech Republic Department of Pedagogy and Teaching Methods Donbas State Pedagogical University Dnipro Ukraine Department of Information Technologies National University “Odessa Law Academy” Odesa Ukraine

ISBN: (数字)9798331542634

ISBN: (纸本)9798331542641

The study of the educational process of university students has revealed their need for more engagement in class. They seem unable to absorb material that does not require a certain level of mental tension, negatively affecting their academic performance and competence. Therefore, there is a need to develop pedagogical technology to optimize the educational process. We analyzed the educational process at the National University “Odesa Law Academy” in 2020-2023. We evaluated the effectiveness of ways and means of enhancing the academic and cognitive skills of 150 full-time IT students during their study of professional-oriented courses. We have improved students' educational and mental activities by optimizing the educational process through personalized problem-based learning, utilizing professionally oriented problem situations, and providing favorable motivational and emotional support. We confirmed the reliability of the research results using descriptive statistics.

关键词： Training computer science Games Search problems Teamwork Reliability Information technology Information systems

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Brain Storm Optimization based directional sensors deployment for coverage of targets 3

Brain Storm Optimization based directional sensors deploymen...

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3rd International Conference on Intelligent Computing, Instrumentation and Control Technologies, ICICICT 2022

作者： Balaji, S. Rajkumar, S. Sharma, Shekhar Yadav, Aditi Vellore Institute of Technology Division of Mathematics Sas Chennai India Boston University Department of Computer Science BostonMA United States IIM Ahmedabad Department of Production and Quantitative Methods India

ISBN: (数字)9781665410052

ISBN: (纸本)9781665410052

Sensors are used in various areas and have numerous applications including military surveillance, weather monitoring, maritime communication etc. Most of the applications need the multimedia sensors with directional sensing range of the sensors to perform advance task. Additionally, there are some constraints on the targets namely Q-constraints, such that each target must be covered by different number of sensors. The crucial issue in this case is deployment of minimum number of multimedia sensors to satisfy the Q-constraints. The optimization of the placement of the sensors can result in reduced number of sensors needed for the coverage of the specified targets. In this paper, the placement of the sensors is optimized using the Brain Storm Optimization Algorithm (BSO) which is inspired by the human brainstorming process. BSO algorithm efficiently designed for the considered problem to identify the optimal position of the sensors. The performance of the proposed algorithm is verified by simulation results, which performs better than the random deployment of the sensors. © 2022 IEEE.

关键词： Storms

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Cyber-Physical Integrated Transport and Warehouse Logistics System for Courier Delivery Service 11

Cyber-Physical Integrated Transport and Warehouse Logistics ...

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11th International Conference on Advanced computer Information Technologies, ACIT 2021

作者： Shevchuk, Ruslan Kohut, Ihor Chopyk, Pavlo Madiudia, Iryna Melnyk, Andriy West Ukrainian National University Department of Computer Science Ternopil Ukraine Ternopil Volodymyr Hnatiuk National Pedagogical University Department of Physics and Methods of Its Teaching Ternopil Ukraine

The paper is devoted to the solution of urgent problem in the field of transport and warehouse logistics -development of cyber-physical integrated system of courier delivery services. The paper proposes the architecture and implements cyber-physical system which enables to optimize transportation and storage costs, and makes it possible to improve the quality of customer service for courier delivery services. Testing the developed system at the enterprise Deliver This confirmed its functional suitability. © 2021 IEEE.

关键词： Warehouses

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Method of Structural Identification the Interval Models of Static Objects 11

Method of Structural Identification the Interval Models of S...

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11th International Conference on Advanced computer Information Technologies, ACIT 2021

作者： Dyvak, Mykola Pukas, Andriy Porplytsya, Natalia Oliinyk, Iryna Basistyi, Pavlo West Ukrainian National University Department of Computer Science Ternopil Ukraine Ternopil Volodymyr Hnatiuk National Pedagogical University Department of Physics and Methods of Its Teaching Ternopil Ukraine

The task of structural identification the interval models of static objects is considered. It is shown that this task at each iteration is a task the forming and solving interval systems of nonlinear algebraic equations. The method of structural identification the interval models of static objects based on the analysis of interval data is proposed and substantiated. It, unlike the existing ones, on procedures of self-organization and self-adaptation of computational procedures by analogy with foraging models of honey bee colony is based. Possibility of obtaining interval models of characteristic with a simpler structure compared to the known ones, by example of building the mathematical model of characteristics of an environmentally friendly power generation system are showed. © 2021 IEEE.

关键词： Hydroelectric power plants

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Influence of the Sequence of Drilling Fields on the Maximum Total Gas Production

Influence of the Sequence of Drilling Fields on the Maximum ...

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International Conference on Management of Large-Scale System Development (MLSD)

作者： Alexander Skiba Department of Mathematical Methods of Regional Programming Federal Research Center "Computer Science and Control" of RAS Moscow Russia

We analyze an aggregated dynamic model for the development of gas fields. The same company consistently drills all fields. We pose and solve the problem of maximizing accumulated gas production over a predetermined pe...

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Investment Planning in the Region

Investment Planning in the Region

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International Conference on Management of Large-Scale System Development (MLSD)

作者： Alexander Solomatin Department of Mathematical Methods of Regional Programming Federal Research Center "Computer Science and Control" of RAS Moscow Russia

The principle of multiplicity is introduced for the components of the investment planning process. Some algorithms are given that ensure the process of investment planning at the regional level: the formation of integrated assessments of investment projects, automated generation of projects, multicriteria evaluation and selection of projects, taking into account the mutual influence of projects, optimizing the composition of projects, and taking into account financing restrictions. The features of the program system intended for the formation of plans for the territorial and sectoral development of the region are considered.

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Distributed averaging for accuracy prediction in networked systems

arXiv

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arXiv 2023年

作者： Sirocchi, Christel Bogliolo, Alessandro Research Methods in Science and Technology The Department of Pure and Applied Sciences University of Urbino Italy Computer Science The Department of Pure and Applied Sciences University of Urbino Italy

Distributed averaging is among the most relevant cooperative control problems, with applications in sensor and robotic networks, distributed signal processing, data fusion, and load balancing. Consensus and gossip algorithms have been investigated and successfully deployed in multi-agent systems to perform distributed averaging in synchronous and asynchronous settings. This study proposes a heuristic approach to estimate the convergence rate of averaging algorithms in a distributed manner, relying on the computation and propagation of local graph metrics while entailing simple data elaboration and small message passing. The protocol enables nodes to predict the time (or the number of interactions) needed to estimate the global average with the desired accuracy. Consequently, nodes can make informed decisions on their use of measured and estimated data while gaining awareness of the global structure of the network, as well as their role in it. The study presents relevant applications to outliers identification and performance evaluation in switching topologies. © 2023, CC BY.

关键词： Message passing

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Multi-Versus Optimization with Deep Reinforcement Learning Enabled Affect Analysis on Arabic Corpus

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computer Systems science & Engineering 2023年第12期47卷 3049-3065页

作者： Mesfer Al Duhayyim Badriyya B.Al-onazi Jaber S.Alzahrani Hussain Alshahrani Mohamed Ahmed Elfaki Abdullah Mohamed Ishfaq Yaseen Gouse Pasha Mohammed Mohammed Rizwanullah Abu Sarwar Zamani Department of Computer Science College of Sciences and Humanities-AflajPrince Sattam bin Abdulaziz UniversityAflaj16273Saudi Arabia Department of Language Preparation Arabic Language Teaching InstitutePrincess Nourah Bint Abdulrahman UniversityRiyadh11671Saudi Arabia Department of Industrial Engineering College of Engineering at AlqunfudahUmm Al-Qura UniversityMakkah24211Saudi Arabia Department of Computer Science College of Computing and Information TechnologyShaqra UniversityShaqraSaudi Arabia Research Centre Future University in EgyptNew Cairo11845Egypt Department of Computer and Self Development Preparatory Year DeanshipPrince Sattam bin Abdulaziz UniversityAlKharjSaudi Arabia

Sentiment analysis(SA)of the Arabic language becomes important despite scarce annotated corpora and confined *** affect Analysis has become an active research zone *** still,the Arabic language lags behind adequate language sources for enabling the SA ***,Arabic still faces challenges in natural language processing(NLP)tasks because of its structure complexities,history,and distinct *** has gained lesser effort than the other *** paper developed a Multi-versus Optimization with Deep Reinforcement Learning Enabled Affect Analysis(MVODRL-AA)on Arabic *** presented MVODRL-AAmodelmajorly concentrates on identifying and classifying effects or emotions that occurred in the Arabic ***,the MVODRL-AA model follows data pre-processing and word ***,an n-gram model is utilized to generate word embeddings.A deep Q-learning network(DQLN)model is then exploited to identify and classify the effect on the Arabic *** last,the MVO algorithm is used as a hyperparameter tuning approach to adjust the hyperparameters related to the DQLN model,showing the novelty of the work.A series of simulations were carried out to exhibit the promising performance of the MVODRL-AA *** simulation outcomes illustrate the betterment of the MVODRL-AA method over the other approaches with an accuracy of 99.27%.

关键词： Arabic language Arabic corpus natural language processing affect analysis deep learning

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Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda 14

Enhanced Labeling Technique for Reddit Text and Fine-Tuned L...

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14th International Conference on Information and Communication Technology Convergence, ICTC 2023

作者： Kimera, Richard Rim, Daniela N. Kirabira, Joseph Udomah, Ubong Godwin Choi, Heeyoul Handong Global University Department of Advanced Convergence Pohang Korea Republic of Handong Global University School of Computer Science and Electrical Engineering Pohang Korea Republic of Department of Psychiatry Mbale Uganda University of Uyo Teaching Hospital Department of Psychiatry Akwa Ibom Uyo Nigeria

ISBN: (纸本)9798350313277

Depression is a global burden and one of the most challenging mental health conditions to control. Using the BDI questionnaire, experts can detect its severity early, administer appropriate medication to patients, and impede its progression. Owing to the fear of potential stigmatization, many patients turn to social media platforms such as Reddit for advice and assistance at various stages of their journey. This research extracts text from Reddit to facilitate the diagnostic process, employs a proposed labelling approach to categorize the text, and subsequently fine-tunes the Longformer model. The model's performance is compared against the baseline models, including Naive Bayes, Random Forest, Support Vector Machines, and Gradient Boosting. Our findings reveal that the Longformer model outperforms the baseline models in both English (48%) and Luganda (45%) languages on a custom-made dataset. © 2023 IEEE.

关键词： BART Depression Severity fine-tuning Longformer Luganda Reddit

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On a Cyclometric Modification of the Chua System 6

On a Cyclometric Modification of the Chua System

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6th IEEE International Conference and Workshop Obuda on Electrical and Power Engineering, CANDO-EPE 2023

作者： Nagy, Balint Joos, Antal Kovari, Attila Institute of Computer Engineering University of Dunaujvaros Department of Mathematics Dunaujvaros Hungary Institute of Electrophysics Obuda University Kandó Kálmán Faculty of Electrical Engineering Department of Natural Sciences Budapest Hungary Budapest Business University Faculty of Finance and Accountancy Department of Applied Quantitative Methods Budapest Hungary Institute of Digital Technology Eszterházy Károly Catholic University Faculty of Computer Science Eger Hungary Institute of Engineering University of Dunaújváros Department of Natural Sciences Dunaujvaros Hungary John von Neumann University Gamf Faculty of Engineering and Computer Science Kecskemét Hungary

ISBN: (纸本)9798350328752

Chaos is not only a unique chapter in the theory of dynamical systems but also a useful one with many applications in the field of communications. In this work a cyclometric modification of the well-known example of chaotic systems, the modified differential equations describing the behavior of the Chua-circuit is investigated. The results obtained can be applied in the encryption methods of the implementation of different communication channels like machine-machine or cognitive one. © 2023 IEEE.

关键词： Chaotic systems

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