Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

• Image‐Based Quantification of Deposited Lithium on Li Metal Surfaces

  2025 Energy Technology article Engineering Advanced Battery Materials and Technologies Open access

  1

  citations
• Generalizing neural network verification to the family of piece-wise linear activation functions

  2025 Science of Computer Programming article Computer Science Formal Methods in Verification Open access

  3

  citations
• Application of neural network in steelmaking and continuous casting: A review

  2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

  12

  citations
• CT-based data generation for foreign object detection on a single X-ray projection

  2023 Scientific Reports article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  10

  citations
• Saving Costly Experiments and Simulations through Machine Learning

  2023 Springer eBooks book-chapter Computer Science Neural Networks and Applications

  0

  citations
• Machine Vision: Error Detection and Classification of Tailored Textiles Using Neural Networks

  2021 Lecture notes in mechanical engineering conference-paper Engineering Industrial Vision Systems and Defect Detection

  2

  citations
• Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology

  2021 Computer Methods and Programs in Biomedicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  19

  citations
• UISketch: A Large-Scale Dataset of UI Element Sketches

  2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

  11

  citations
• Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

  2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access

  66

  citations
• Einsparung kostenintensiver Experimente und Simulationen durch Maschinelles Lernen

  2021 Springer eBooks book-chapter Computer Science Neural Networks and Applications

  6

  citations
• Neural Network Design: Learning from Neural Architecture Search

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Neural Network Applications Open access

  8

  citations
• Damage Analysis in Dual-Phase Steel Using Deep Learning: Transfer from Uniaxial to Biaxial Straining Conditions by Image Data Augmentation

  2020 JOM article Engineering Microstructure and Mechanical Properties of Steels Open access

  20

  citations
• New High-quality Strong Lens Candidates with Deep Learning in the Kilo-Degree Survey

  2020 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  77

  citations
• Artificial intelligence vs COVID-19: limitations, constraints and pitfalls

  2020 AI & Society article Medicine Artificial Intelligence in Healthcare and Education Open access

  384

  citations
• Adaptive Indoor Area Localization for Perpetual Crowdsourced Data Collection

  2020 Sensors article Engineering Indoor and Outdoor Localization Technologies Open access

  14

  citations
• Artificial Intelligence against COVID-19: An Early Review

  2020 SSRN Electronic Journal preprint Medicine Artificial Intelligence in Healthcare and Education Open access

  175

  citations
• ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers

  2020 Lecture notes in computer science conference-paper Computer Science Data Visualization and Analytics Open access

  10

  citations

17 results