Výsledky vyhledávání - computer learning and pattern recognition::(automation OR automatizace) problems solving*

Deep Learning Applications in Surgery: Current Uses and Future Directions Autor Morris, Miranda X, Rajesh, Aashish, Asaad, Malke, Hassan, Abbas, Saadoun, Rakan, Butler, Charles E

“… Its tremendous capacity for powerful data-driven problem-solving has generated computational breakthroughs in many realms, with the fields of medicine and surgery becoming increasingly prominent avenues…”
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Integrating NSGA-II and Q-learning for Solving the Multi-objective Electric Vehicle Routing Problem with Battery Swapping Stations Autor Haddad, Anouar, Tlili, Takwa, Dahmani, Nadia, Krichen, Saoussen

“…) and the Q-learning algorithm. This method not only addresses the NP-hard complexity of the problem but also aims to improve the sustainability and cost-effectiveness of electric vehicle routing operations…”
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Toward the Use of Neural Architecture Search: A Baseline Approach for Solving the Authorship Verification Problem Autor Salinas, Luis Ignacio Ferro, Castillo, Esteban, Hernández, Víctor Adrián Sosa

“…In this paper, we introduce a baseline approach for solving the authorship verification task by incorporating a straightforward Automated Machine Learning (AutoML…”
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Business Process Automation: A Workflow Incorporating Optical Character Recognition and Approximate String and Pattern Matching for Solving Practical Industry Problems Autor de Jager, Coenrad, Nel, Marinda

“…Companies are relying more on artificial intelligence and machine learning in order to enhance and automate existing business processes…”
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A Novel Framework for Solving the Optimal Path Problem in Collaborative Consignment Delivery Systems Using Drones Autor K. B., Shibu Kumar, Samuel, Philip

“…Drone based consignment delivery system is considered to be the future of retail marketing where unmanned aerial vehicles are employed for door delivery of…”
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Alternative Approaches of Solving the Discrete Tomography Autor Sahakyan, H., Aslanyan, L.

“… We discuss Integer Linear Programming representation, and the ways of generating learning instances of this problem, to solve it using the machine learning methods…”
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Computational thinking beyond coding: exploring student computational practices while playing and modifying a socio-scientific simulation game with integrated computational tools Autor Grizioti, Marianthi

“…Recently scientists have underscored a significant mismatch between the latest theoretical Computational Thinking conceptualizations as an upcoming literacy that goes beyond computer science…”
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An Interactive Approach to Solving Correspondence Problems Autor Jegelka, Stefanie, Kapoor, Ashish, Horvitz, Eric

“…Finding correspondences among objects in different images is a critical problem in computer vision…”
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Distributed Medical Image Analysis and Diagnosis through Crowd-Sourced Games: A Malaria Case Study Autor Mavandadi, Sam, Dimitrov, Stoyan, Feng, Steve, Yu, Frank, Sikora, Uzair, Yaglidere, Oguzhan, Padmanabhan, Swati, Nielsen, Karin, Ozcan, Aydogan

“…In this work we investigate whether the innate visual recognition and learning capabilities of untrained humans can be used in conducting reliable microscopic analysis of biomedical samples toward diagnosis…”
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How Students Use Statistical Computing in Problem Solving Autor Woodard, Victoria, Lee, Hollylynne

“…, while going through problem solving phases. Patterns that emerged are discussed. Supplementary materials for this article are available online…”
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The Associations Between Computational Thinking and Learning to Play Musical Instruments Autor Regev Cohen, Tami, Armon, Bar, Hershkovitz, Arnon

“…This paper explores the association between computational thinking (CT) skills and learning to play musical instruments…”
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The nexus of artificial intelligence literacy collaborative knowledge practices and inclusive leadership development among higher education students in Bangladesh China Finland and Turkey Autor Muhammad Zaheer Asghar, Javed Iqbal, Fatih Mutlu Özbilen, Joinal Abedin, Hanna Järvenoja, Ultra Widanapathirana

“…Abstract This study investigates how Artificial Intelligence Literacy (AIL) fosters Inclusive Leadership (IL) development among university students through…”
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Challenges and advanced concepts for the assessment of learning and memory function in mice Autor Lang, Benjamin, Kahnau, Pia, Hohlbaum, Katharina, Mieske, Paul, Andresen, Niek P., Boon, Marcus N., Thöne-Reineke, Christa, Lewejohann, Lars, Diederich, Kai

“… A wide range of protocols has been developed in mice to test, e.g., object recognition, spatial learning, procedural memory, sequential problem…”
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Characterizing Child–Computer–Parent Interactions during a Computer-Based Coding Game for 5- to 7-Year-Olds Autor Ehsan, Hoda, Ohland, Carson, Cardella, Monica E.

“… Taking a qualitative approach, we analyzed the video-recordings of 14 families of 5-to-7-year-old children as they played a computer-based coding game in an engineering and CT exhibit at a small science center…”
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A Complementary View to Computational Thinking and Its Interplay with Systems Thinking Autor Hamidi, Ali, Mirijamdotter, Anita, Milrad, Marcelo

“…Computational Thinking (CT) pervasively shares its methods, practices, and dispositions across other disciplines as a new way of thinking about problem-solving…”
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Playing a Strategy Game with Knowledge-Based Reinforcement Learning Autor Voss, Viktor, Nechepurenko, Liudmyla, Schaefer, Rudi, Bauer, Steffen

“…) technique into one method for intelligent problem solving. The proposed approach focuses on multi-expert knowledge acquisition, with the RL being applied as a conflict…”
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Application of a Fast RCNN Based on Upper and Lower Layers in Face Recognition Autor Jiang, Lin, Chen, Jia, Todo, Hiroyoshi, Tang, Zheng, Liu, Sicheng, Li, Yang

“…With the development of society, deep learning has been widely used in object detection, face recognition, speech recognition, and other fields…”
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Leveraging Large Language Models for Enhancing Literature-Based Discovery Autor Taleb, Ikbal, Navaz, Alramzana Nujum, Serhani, Mohamed Adel

“… Our approach integrates LLMs with semantic enhancement tools, continuous learning, domain-specific fine-tuning, and robust data cleansing processes, enabling automated analysis of vast text…”
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Automated Gaze-Based Identification of Students’ Strategies in Histogram Tasks through an Interpretable Mathematical Model and a Machine Learning Algorithm Autor Boels, Lonneke, Moreno-Esteva, Enrique Garcia, Bakker, Arthur, Drijvers, Paul

“…As a first step toward automatic feedback based on students’ strategies for solving histogram tasks we investigated how strategy recognition can be automated based on students’ gazes…”
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A honeybee-mating approach for cluster analysis Autor Fathian, Mohammad, Amiri, Babak

“…Cluster analysis, which is the subject of active research in several fields, such as statistics, pattern recognition, machine learning, and data mining, is to partition a given set of data or objects into clusters…”
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