Zoekresultaten - learning (algorithm OR algorithms)

Chapter 2 Algorithms, Conventions and New Regulation Processes door Diaz-Bone, Rainer, Schrör, Simon

“…Developments in the accumulation of vast private datasets that are used to train automated machine learning algorithms pose new challenges for upholding these values. …”
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Machine Learning for Camera-Based Monitoring of Laser Welding Processes door Hartung, Julia

“…The implementation uses machine learning methods. All algorithms consider the integration into industrial processes. …”
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Media and Management door Andrijasevic, Rutvica, Chen, Julie Yujie, Gregg, Melissa, Steinberg, Marc

“…With a view to history, Media and Management shows the interdependence of hardware, software, and human experience adjusting to algorithmically defined rhythms.…”
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Responsible Use of AI in Military Systems

“…Another example is the use of non‑transparent algorithms that can’t explain themselves to users, resulting in the AI not being trusted and therefore not being used when it might be beneficial to use it. …”
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Azure Machine Learning Studio ile Makine Öğrenmesi Uygulamaları door Torkul, Orhan, Selvi, İhsan Hakan, Şişci, Merve, Demircioğlu Diren, Deniz, Torkul, Bilal

“…For this reason, it is thought to be very important to understand and learn the theory, approaches, problems, algorithms, and assumptions of machine learning. …”
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Tools and Algorithms for the Construction and Analysis of Systems

“…The open access book 3-volume set LNCS 14570-14573 constitutes the proceedings of the 30th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2024, which was held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2024, during April 6-11, 2024, in Luxembourg. …”
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Chapter Identifying Hazards in Construction Sites Using Deep Learning-Based Multimodal with CCTV Data door Son, Seongwoo, Quoc Tran, Dai, Jeon, Yuntae, Park, Minsoo, Park, Seunghee

“…In this study, a multimodal detection, and depth map estimation algorithm utilizing deep learning is proposed. In addition, the point cloud of the test site is acquired using a terrestrial laser scanning scanner, and the detected object's coordinates are projected into global coordinates using a homography matrix. …”
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Chapter Semi-Automated Visual Quality Control Inspection During Construction or Renovation of Railways Using Deep Learning Techniques and Augmented Reality Visualization door Gounaridou, Apostolia, Pantraki, Evangelia, Dimitriadis, Vasileios, Tsakiris, Athanasios, Ioannidis, Dimosthenis, Tzovaras, Dimitrios

“…The VQC tool is a backend service that detects potential defects on images captured on-site using the Mask R-CNN algorithm trained on annotated images of concrete and railway defects. …”
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Tools and Algorithms for the Construction and Analysis of Systems

“…The open access book 3-volume set LNCS 14570-14573 constitutes the proceedings of the 30th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2024, which was held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2024, during April 6-11, 2024, in Luxembourg. …”
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Chapter Enhancing the Realism of Virtual Construction Safety Training: Integration of Real-Time Location Systems for Real-World Hazard Simulations door Speiser, Kilian, Hong, Kepeng, Teizer, Jochen

“…Applying a logical filtering algorithm, we can process the RTLS data and ensure that the movements of the workers and equipment within the virtual environment are as realistic and representative as within the real world. …”
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AI, Data, and Digitalization

Onderwerpen: “…machine learning…”
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Chapter Scheduling Optimization of Electric Ready Mixed Concrete Vehicles Using an Improved Model-Based Reinforcement Learning door Chen, Zhengyi, Zhang, Xiao, Song, Changhao, Cheng, Jack C. P.

“…The results demonstrate the appropriateness of the proposed MDP formulation for tackling RMC delivery tasks. The PMD-MCTS algorithm and one of its ablation algorithms (PM-MCTS) have demonstrated superior performance compared to other benchmarks in either cost reduction or delay minimization, with PMD-MCTS requiring 30% less computation time than PM-MCTS…”
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Design and Post Processing for Metal Additive Manufacturing

“…Today, these objects can be created using computer-aided design (CAD) models and elemental or alloyed metallic powders.This Special Issue of Materials, titled "Design and Post Processing for Metal Additive Manufacturing", sought submissions on the design of elements with predicted microstructure and mechanical properties, the use of artificial intelligence/machine learning (AI/ML) in AM, numerical algorithms for AM, and µ-CT magining for quality control.While AM's powder bed manufacturing provides the possibility of fabricating objects of any shape in one production step, it does come with some disadvantages. …”
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Advances in Visible Light Communication

Onderwerpen: “…machine learning…”
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Envisioning the Future of Mining

Onderwerpen: “…XGBoost algorithm…”
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Machine Learning, IoT and Artificial Intelligence for Sustainable Development

Onderwerpen: “…genetic algorithm…”
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Data Mining and Machine Learning with Applications

Onderwerpen: “…genetic algorithm…”
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Advances in Intelligent Data Analysis and Its Applications

Onderwerpen: “…machine learning…”
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Artificial Intelligence Applications and Innovation

Onderwerpen: “…transfer learning…”
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Advances in Biomedical Image Processing and Analysis

“…Rapid growth in algorithms and computing power over recent years has spurred the emergence of machine learning and image processing techniques as new tools, which are rapidly entering every aspect of our life, from intelligent personal assistance such as Siri, Alexa, and Google Home to self-driving cars. …”
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