Výsledky vyhledávání - computer learning and pattern recognition::(automatic OR automation) problem 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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Automatic discovery of resource-restricted Convolutional Neural Network topologies for myoelectric pattern recognition Autor Olsson, Alexander E., Björkman, Anders, Antfolk, Christian

“…Convolutional Neural Networks (CNNs) have been subject to extensive attention in the pattern recognition literature due to unprecedented performance in tasks of information extraction from unstructured data…”
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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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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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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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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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Automatic assessment of cognitive and emotional states in virtual reality‐based flexibility training for four adolescents with autism Autor Moon, Jewoong, Ke, Fengfeng, Sokolikj, Zlatko

“…) in interpreting, selecting and creating multimodal representations during STEM‐related design problem solving…”
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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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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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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 new division of labor: how computers are creating the next job market. Autor Levy, Frank, Levy, Frank, Murnane, Richard J

“… InThe New Division of Labor, Frank Levy and Richard Murnane show how computers are changing the employment landscape and how the right kinds of education can ease the transition to the new job market…”
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Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images Autor naceur, Mostefa Ben, Saouli, Rachida, Akil, Mohamed, Kachouri, Rostom

“…•A new fully automatic end-to-end deep learning model for brain tumor segmentation…”
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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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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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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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OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning Autor Li, Li-Jia, Fei-Fei, Li

“… Semantic image understanding plays a vital role towards solving this problem. One important task in image understanding is object recognition, in particular, generic object categorization…”
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CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts Autor Carreira, J., Sminchisescu, C.

“… The object hypotheses are represented as figure-ground segmentations, and are extracted automatically, without prior knowledge of the properties of individual object classes, by solving a sequence…”
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