Search Results - "Algorithms and Analysis of Algorithms"

Blockchain and smart contract for IoT enabled smart agriculture by 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…”
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Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention by 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…”
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GAT TransPruning: progressive channel pruning strategy combining graph attention network and transformer by 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…”
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CAM-YOLO: tomato detection and classification based on improved YOLOv5 using combining attention mechanism by 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…”
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Detecting cassava mosaic disease using a deep residual convolutional neural network with distinct block processing by 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…”
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Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification by 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…”
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Deep learning model for deep fake face recognition and detection by 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…”
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Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation by 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…”
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GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles by 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…”
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Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks by 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…”
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A new optimization algorithm based on mimicking the voting process for leader selection by Trojovský, Pavel, Dehghani, Mohammad

“…Stochastic-based optimization algorithms are effective approaches to addressing optimization challenges. In this article, a new optimization algorithm called…”
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Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures by 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,…”
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Artificial intelligence maturity model: a systematic literature review by 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…”
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Learning label smoothing for text classification by 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…”
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Application of machine learning algorithms to predict the thyroid disease risk: an experimental comparative study by 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…”
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A new optimization algorithm based on average and subtraction of the best and worst members of the population for solving various optimization problems by 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…”
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A systematic review of literature on credit card cyber fraud detection using machine and deep learning by 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…”
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Security risk models against attacks in smart grid using big data and artificial intelligence by 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…”
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A new metaphor-less simple algorithm based on Rao algorithms: a Fully Informed Search Algorithm (FISA) by 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…”
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On GPS spoofing of aerial platforms: a review of threats, challenges, methodologies, and future research directions by 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…”
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