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Andras Anderla
Researcher at University of Novi Sad
Publications - 23
Citations - 1740
Andras Anderla is an academic researcher from University of Novi Sad. The author has contributed to research in topics: Deep learning & Convolutional neural network. The author has an hindex of 8, co-authored 18 publications receiving 943 citations. Previous affiliations of Andras Anderla include University of Novi Sad Faculty of Technical Sciences.
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Journal ArticleDOI
Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification
TL;DR: A new approach to the development of plant disease recognition model, based on leaf image classification, by the use of deep convolutional networks, which is able to recognize 13 different types of plant diseases out of healthy leaves.
Journal ArticleDOI
Solving Current Limitations of Deep Learning Based Approaches for Plant Disease Detection
TL;DR: A novel two-stage architecture of a neural network was proposed for plant disease classification focused on a real environment and a new dataset containing 79,265 images was introduced with the aim to become the largest dataset containing leaf images.
Proceedings ArticleDOI
Credit Card Fraud Detection - Machine Learning methods
TL;DR: This research shows several algorithms that can be used for classifying transactions as fraud or genuine one, and shows that each algorithm can be use for credit card fraud detection with high accuracy.
Proceedings ArticleDOI
FaceTime — Deep learning based face recognition attendance system
TL;DR: A new deep learning based face recognition attendance system that is composed of several essential steps developed using today's most advanced techniques: CNN cascade for face detection and CNN for generating face embeddings.
Proceedings ArticleDOI
Convolutional Neural Network Based SMS Spam Detection
TL;DR: Convolutional Neural Network was the proposed method for classification and overall model's accuracy was 98.4%.