Literature review of deep learning research areas

MM Yapıcı, A Tekerek, N Topaloğlu - Gazi Mühendislik Bilimleri …, 2019 - dergipark.org.tr
Deep learning (DL) is a powerful machine learning field that has achieved considerable
success in many research areas. Especially in the last decade, the-state-of-the-art studies …

Deep learning-based data augmentation method and signature verification system for offline handwritten signature

MM Yapıcı, A Tekerek, N Topaloğlu - Pattern Analysis and Applications, 2021 - Springer
Offline handwritten signature verification is a challenging pattern recognition task. One of the
most significant limitations of the handwritten signature verification problem is inadequate …

Performances of deep learning models for Indian Ocean wind speed prediction

S Biswas, M Sinha - Modeling Earth Systems and Environment, 2021 - Springer
A wind speed forecasting technique, using deep learning architectures based on long short-
term memory (LSTM) model and bidirectional long short-term memory (BiLSTM) model is …

A comparative case study of neural network training by using frame-level cost functions for automatic speech recognition purposes in Spanish

A Becerra, JI Rosa, E Gonzalez, AD Pedroza… - Multimedia Tools and …, 2020 - Springer
Training procedures of a deep neural network are still an area with ample research
possibilities and constant improvement either to increase its efficiency or its time …

Data capturing and modeling by speech recognition: roles demonstrated by artificial intelligence, A survey

V Poddar, B Chatterjee, D Nandi… - 2018 9th IEEE …, 2018 - ieeexplore.ieee.org
Automatic Speech Recognition is a procedure for recognizing normal human speech
automatically with better accuracy and to generate a sequence of words. Throughout the …

[PDF][PDF] Derin Öğrenme Araştırma Alanlarının Literatür Taraması

MM YAPICI, A TEKEREK, N TOPALOĞLU - avesis.gazi.edu.tr
Derin öğrenme (Deep Learning-DL), birçok alanda önemli başarılar elde etmiş güçlü bir
makine öğrenmesi yöntemidir. Özellikle son on yılda, bilgisayarlı görü, nesne tanıma …

[引用][C] Advancing Handwritten Signature Verification Through Deep Learning: A Comprehensive Study and High-Precision Approach

AA Abdirahma, AO Hashi, MA Elmi, OER Rodriguez - International Journal of …, 2024