Search Results - "Sihem, Slatnia"

TR-ICANet: A Fast Unsupervised Deep-Learning-Based Scheme for Unconstrained Ear Recognition by Korichi, Aicha, Slatnia, Sihem, Aiadi, Oussama

“…Recently, several deep learning schemes have been considered for recognizing ear print. However, deep-based schemes are known to be data-hungry and they may…”
Get full text

Identification and diagnosis of schizophrenia based on multichannel EEG and CNN deep learning model by Latreche, Imene, Slatnia, Sihem, Kazar, Okba, Harous, Saad, Khelili, Mohamed Akram

“…This paper proposes a high-accuracy EEG-based schizophrenia (SZ) detection approach. Unlike comparable literature studies employing conventional machine…”
Get full text

An optimized deep hybrid learning for multi-channel EEG-based driver drowsiness detection by Latreche, Imene, Slatnia, Sihem, Kazar, Okba, Harous, Saad

“…•Selecting the optimal set of preprocessing parameters that can enhance the classification results using the Random Search Optimization method.•Implementing…”
Get full text

A third generation genetic algorithm NSGAIII for task scheduling in cloud computing by Imene, Latreche, Sihem, Slatnia, Okba, Kazar, Mohamed, Batouche

Get full text

A generic feature-independent pyramid multilevel model for Arabic handwriting recognition by Korichi, Aicha, Slatnia, Sihem, Aiadi, Oussama, Khaldi, Belal

“…Over the last decade, several image features extraction schemes such as multi-level (ML) and pyramid multi-level (PML) have been proposed. Generally speaking,…”
Get full text

Artificial intelligence in healthcare: a review on predicting clinical needs by Houfani, Djihane, Slatnia, Sihem, Kazar, Okba, Saouli, Hamza, Merizig, Abdelhak

“…Artificial Intelligence is revolutionizing the world. In the last decades, it is applied in almost all fields especially in medical prediction. Researchers in…”
Get full text

Blockchain-based multi-diagnosis deep learning application for various diseases classification by Rahal, Hakima Rym, Slatnia, Sihem, Kazar, Okba, Barka, Ezedin, Harous, Saad

“…Misdiagnosis is a critical issue in healthcare, which can lead to severe consequences for patients, including delayed or inappropriate treatment, unnecessary…”
Get full text

IoMT-fog-cloud based architecture for Covid-19 detection by Khelili, M.A., Slatnia, S., Kazar, O., Harous, S.

“…•The application of CNN for the classification of Pneumonia disease and Covid-19.•The use of DWT-PCA with TKEO as features extraction and dimensionality…”
Get full text

Deep learning and metaheuristics application in internet of things: A literature review by khelili, Mohamed Akram, slatnia, Sihem, kazar, Okba, merizig, Abdelhak, mirjalili, Seyedali

“…Nowadays, every kind of devices with different sizes and shapes, from lamp to kitchen appliances and industrial machines, are connected and shares information…”
Get full text

An Improved Model for Breast Cancer Diagnosis by Combining PCA and Logistic Regression Techniques by Houfani, Djihane, Slatnia, Sihem, Kazar, Okba, Remadna, Ikram, Saouli, Hamza, Ortiz, Guadalupe, Merizig, Abdelhak

Get full text

Blockchain for Optimized Pattern Recognition: Comparative Study by Rahal, Hakima Rym, Slatnia, Sihem, Kazar, Sihem, Barka, Ezedin

Get full text

Evolutionary Approach Based on Active Edges Detection for Images Segmentation by Slatnia Sihem, Kazar Okba, Arab Khaoula

“…There are many methods for segmentation which vary strongly in their approach to the problem of image segmentation. In this paper, We specified the study in a…”
Get full text

Evolutionary Cellular Automata for Image Segmentation and Noise Filtering Using Genetic Algorithms by Okba Kazar, Sihem Slatnia

“…We use an evolutionary process to seek a specialized set of rules among a wide range of rules to be used by Cellular Automata (CA) for a range of tasks,…”
Get full text

Evolutionary Cellular Automata for Image Segmentation and Noise Filtering Using Genetic Algorithms by Sihem SLATNIA, Okba KAZAR

“…We use an evolutionary process to seek a specialized set of rules among a wide range of rules to be used by Cellular Automata (CA) for a range of…”
Get full text

CNN-LSTM To Identify The Most Informative EEG-Based Driver Drowsiness Detection Brain Region by Latreche, Imene, Slatnia, Sihem, Kazar, Okba

“…As driver drowsiness causes dangerous results such as accidents and deaths, it is crucial to develop a system that can detect it in its early stage and…”
Get full text

Convolution Neural network based Marine Predator Algorithm for COVID-19 detection by Akram, Khelili Mohamed, Sihem, Slatnia, Okba, Kazar

“…COVID-19 is among the dangerous illness in the world due to its quickly spreading, posing a new challenge for researchers to discover it early. In last few…”
Get full text

Machine learning Solutions to Model Checking: A Brief Literature Review by Besbas, Asma, Belaiche, Leyla, Slatnia, Sihem, Kahloul, Laid, Khalgui, Mohamed

“…During the last decades, artificial intelligence (AI) touched many domains of software engineering. One of them is formal verification (FV), where learning…”
Get full text

Arabic handwriting recognition: Between handcrafted methods and deep learning techniques by Korichi, Aicha, Slatnia, Sihem, Aiadi, Oussama, Tagougui, Najiba, Kherallah, Monji

“…Recently, the area of pattern recognition has attracted the attention of many researchers in various domain and applications such as biometric, classification…”
Get full text

Blockchain for medical security data: a review and perspectives by Rahal, Hakima Rym, Slatnia, Sihem, Kazar, Okba, Barka, Ezedin

“…Blockchain an ideal technology that for securing healthcare applications since it can maintain an immutable, decentralized, and transparent ledger of all…”
Get full text

Fuzzy Logic and Deep learning Techniques for Covid-19 Detection by Hassani, Belkis, Akram, Khelili Mohamed, Okba, Kazar, Sihem, Slatnia, Harous, Saad, Athamena, Belkacem, Houhamdi, Zina

“…With the development of ICT and its adoption in various domains, it gained remarkable intention in the healthcare sector which introduce the telemedicine term…”
Get full text