Search Results - subject:"Convolutional Neural Networks"

Convolutional neural networks: key components and architectures

Fischer, Manfred M. - 2025

Convolutional Neural Networks (CNNs) are a specialized class of deep neural networks tailored for processing high …

Persistent link: https://www.econbiz.de/10015193130

Model development of dynamic receptive field for remote sensing imageries

Pushkarenko, Yurii; Zaslavskyi, Volodymyr - In: Technology audit and production reserves 1 (2025) 2/81, pp. 20-25

Persistent link: https://www.econbiz.de/10015549093

Evaluation of the performance of data classification models for aerial imagery under resource constraints

Prystavka, Pylyp; Cholyshkina, Olha; Zivakin, Valerii; … - In: Technology audit and production reserves 1 (2025) 2/81, pp. 43-48

Persistent link: https://www.econbiz.de/10015549098

An interpretable 1D-CNN framework for stock price forecasting : a comparative study with LSTM and ARIMA

Ranjan, Pallavi; Itani, Rania; Faccia, Alessio - In: FinTech 4 (2025) 4, pp. 1-20

. Among these approaches, Convolutional Neural Networks (CNNs), originally developed for spatial data, have shown strong …

Persistent link: https://www.econbiz.de/10015547438

Using CNNs for photovoltaic panel defect detection via infrared thermography to support industry 4.0

Spajić, Mislav; Talajić, Mirko; Mršić, Leo - In: Business Systems Research (BSR) 15 (2024) 1, pp. 45-66

This study demonstrates how convolutional neural networks (CNNs), supported by open-source software and guided by …

Persistent link: https://www.econbiz.de/10015408624

Application of artificial intelligence data mining algorithm in enterprise management risk assessment

Zhu, Juntao - In: International journal of information systems and supply … 17 (2024) 1, pp. 1-19

Persistent link: https://www.econbiz.de/10015433098

Digital identification and pattern recognition capabilities using machine learning methods, navigation systems, and video surveillance

Marchenko, Olena; Viunenko, Oleksandr; Nechai, Ihor - In: Technology audit and production reserves 1 (2024) 2/75, pp. 6-13

Persistent link: https://www.econbiz.de/10014497309

A Deep Parallel Hybrid Fusion Model for disaster tweet classification on Twitter data

Krishna, Dasari Siva; Srinivas, Gorla; Reddy, P. V. G. … - 2024

combines features from Convolutional Neural Networks (CNNs) and Bidirectional Long Short-Term Memory (Bi-LSTM) as base learners …

Persistent link: https://www.econbiz.de/10015101708

Using CNNs for photovoltaic panel defect detection via infrared thermography to support industry 4.0

Spajić, Mislav; Talajić, Mirko; Mršić, Leo - In: Business systems research : a system view accross … 15 (2024) 1, pp. 45-66

This study demonstrates how convolutional neural networks (CNNs), supported by open-source software and guided by …

Persistent link: https://www.econbiz.de/10015108206

A Temporal Convolutional Network for modeling raw 3D sequences and air-writing recognition

Singh, Aradhana Kumari; Koundal, Deepika - 2024

There has been a steady increase in gesture-based applications interacting with various electronic devices. Characters and numerals are written in the air using air-writing applications. Due to the lack of stroke information and a reference point on the writing plane in the 3D space, the...

Persistent link: https://www.econbiz.de/10014533500

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