Výsledky vyhledávání - "Algorithms and Analysis of Algorithms"

Blockchain and smart contract for IoT enabled smart agriculture Autor Pranto, Tahmid Hasan, Noman, Abdulla All, Mahmud, Atik, Haque, AKM Bahalul

“…The agricultural sector is still lagging behind from all other sectors in terms of using the newest technologies. For production, the latest machines are being…”
Získat plný text

Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention Autor Anjum, Madiha, Saher, Raazia, Saeed, Muhammad Noman

“…Despite advanced health facilities in many developed countries, diabetic patients face multifold health challenges. Type 2 diabetes mellitus (T2DM) go along…”
Získat plný text

GAT TransPruning: progressive channel pruning strategy combining graph attention network and transformer Autor Lin, Yu-Chen, Wang, Chia-Hung, Lin, Yu-Cheng

“…Recently, large-scale artificial intelligence models with billions of parameters have achieved good results in experiments, but their practical deployment on…”
Získat plný text

CAM-YOLO: tomato detection and classification based on improved YOLOv5 using combining attention mechanism Autor Appe, Seetharam Nagesh, G, Arulselvi, GN, Balaji

“…One of the key elements in maintaining the consistent marketing of tomato fruit is tomato quality. Since ripeness is the most important factor for tomato…”
Získat plný text

Detecting cassava mosaic disease using a deep residual convolutional neural network with distinct block processing Autor Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga, Misra, Sanjay, Damaševičius, Robertas

“…For people in developing countries, cassava is a major source of calories and carbohydrates. However, Cassava Mosaic Disease (CMD) has become a major cause of…”
Získat plný text

Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification Autor Zivkovic, Miodrag, Tair, Milan, K, Venkatachalam, Bacanin, Nebojsa, Hubálovský, Štěpán, Trojovský, Pavel

“…The research proposed in this article presents a novel improved version of the widely adopted firefly algorithm and its application for tuning and optimising…”
Získat plný text

Deep learning model for deep fake face recognition and detection Autor ST, Suganthi, Ayoobkhan, Mohamed Uvaze Ahamed, V, Krishna Kumar, Bacanin, Nebojsa, K, Venkatachalam, Štěpán, Hubálovský, Pavel, Trojovský

“…Deep Learning is an effective technique and used in various fields of natural language processing, computer vision, image processing and machine vision. Deep…”
Získat plný text

Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation Autor Damaševičius, Robertas, Jovanovic, Luka, Petrovic, Aleksandar, Zivkovic, Miodrag, Bacanin, Nebojsa, Jovanovic, Dejan, Antonijevic, Milos

“…Renewable energy plays an increasingly important role in our future. As fossil fuels become more difficult to extract and effectively process, renewables offer…”
Získat plný text

GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles Autor Mitchell, Rory, Frank, Eibe, Holmes, Geoffrey

“…SHapley Additive exPlanation (SHAP) values (Lundberg & Lee, 2017) provide a game theoretic interpretation of the predictions of machine learning models based…”
Získat plný text

Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks Autor Abbas, Sidra, Bouazzi, Imen, Ojo, Stephen, Al Hejaili, Abdullah, Sampedro, Gabriel Avelino, Almadhor, Ahmad, Gregus, Michal

“…The Internet of Things (IoT), considered an intriguing technology with substantial potential for tackling many societal concerns, has been developing into a…”
Získat plný text

A new optimization algorithm based on mimicking the voting process for leader selection Autor Trojovský, Pavel, Dehghani, Mohammad

“…Stochastic-based optimization algorithms are effective approaches to addressing optimization challenges. In this article, a new optimization algorithm called…”
Získat plný text

Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures Autor Abedalla, Ayat, Abdullah, Malak, Al-Ayyoub, Mahmoud, Benkhelifa, Elhadj

“…Medical imaging refers to visualization techniques to provide valuable information about the internal structures of the human body for clinical applications,…”
Získat plný text

Artificial intelligence maturity model: a systematic literature review Autor Sadiq, Raghad Baker, Safie, Nurhizam, Abd Rahman, Abdul Hadi, Goudarzi, Shidrokh

“…Organizations in various industries have widely developed the artificial intelligence (AI) maturity model as a systematic approach. This study aims to review…”
Získat plný text

Learning label smoothing for text classification Autor Ren, Han, Zhao, Yajie, Zhang, Yong, Sun, Wei

“…Training with soft labels instead of hard labels can effectively improve the robustness and generalization of deep learning models. Label smoothing often…”
Získat plný text

Application of machine learning algorithms to predict the thyroid disease risk: an experimental comparative study Autor Islam, Saima Sharleen, Haque, Md. Samiul, Miah, M. Saef Ullah, Sarwar, Talha Bin, Nugraha, Ramdhan

“…Thyroid disease is the general concept for a medical problem that prevents one’s thyroid from producing enough hormones. Thyroid disease can affect…”
Získat plný text

A new optimization algorithm based on average and subtraction of the best and worst members of the population for solving various optimization problems Autor Dehghani, Mohammad, Hubálovský, Štěpán, Trojovský, Pavel

“…In this paper, a novel evolutionary-based method, called Average and Subtraction-Based Optimizer (ASBO), is presented to attain suitable quasi-optimal…”
Získat plný text

A systematic review of literature on credit card cyber fraud detection using machine and deep learning Autor Marazqah Btoush, Eyad Abdel Latif, Zhou, Xujuan, Gururajan, Raj, Chan, Ka Ching, Genrich, Rohan, Sankaran, Prema

“…The increasing spread of cyberattacks and crimes makes cyber security a top priority in the banking industry. Credit card cyber fraud is a major security risk…”
Získat plný text

Security risk models against attacks in smart grid using big data and artificial intelligence Autor Yasin Ghadi, Yazeed, Mazhar, Tehseen, Aurangzeb, Khursheed, Haq, Inayatul, Shahzad, Tariq, Ali Laghari, Asif, Shahid Anwar, Muhammad

“…The need to update the electrical infrastructure led directly to the idea of smart grids (SG). Modern security technologies are almost perfect for detecting…”
Získat plný text

A new metaphor-less simple algorithm based on Rao algorithms: a Fully Informed Search Algorithm (FISA) Autor Ghasemi, Mojtaba, Rahimnejad, Abolfazl, Akbari, Ebrahim, Rao, Ravipudi Venkata, Trojovský, Pavel, Trojovská, Eva, Gadsden, Stephen Andrew

“…Many important engineering optimization problems require a strong and simple optimization algorithm to achieve the best solutions. In 2020, Rao introduced…”
Získat plný text

On GPS spoofing of aerial platforms: a review of threats, challenges, methodologies, and future research directions Autor Khan, Shah Zahid, Mohsin, Mujahid, Iqbal, Waseem

“…Unmanned Aerial Systems (UAVs, Drones), initially known only for their military applications, are getting increasingly popular in the civil sector as well…”
Získat plný text