Výsledky vyhledávání - Algorithms and Analysis of Algorithms

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…”
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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…”
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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

“… Based on the established practice from the modern literature, the proposed improved firefly algorithm was first validated on 28 well-known CEC2013 benchmark instances a comparative analysis…”
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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

“… For this reason, this study compares eleven machine learning algorithms to determine which one produces the best accuracy for predicting thyroid risk accurately…”
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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 Autor Dehghani, Mohammad, Hubálovský, Štěpán, Trojovský, Pavel

“… and the subtraction of the best and worst population members for guiding the algorithm population in the problem search space…”
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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…”
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Cyber-attack method and perpetrator prediction using machine learning algorithms Autor Bilen, Abdulkadir, Özer, Ahmet Bedri

“…Cyber-attacks have become one of the biggest problems of the world. They cause serious financial damages to countries and people every day. The increase in…”
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Evolutionary algorithms guided by Erdős–Rényi complex networks Autor Bucheli, Víctor A., Solarte Pabón, Oswaldo, Ordoñez, Hugo

“…This article proposes an evolutionary algorithm integrating Erdős–Rényi complex networks to regulate population crossovers, enhancing candidate solution refinement across generations…”
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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

“… The main issues in the existing techniques are inaccurate, consumption time is high. In this work we implement detecting of deep fake face image analysis using deep learning technique of fisherface using Local Binary Pattern Histogram (FF-LBPH…”
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A novel evidence combination method based on stochastic approach for link-structure analysis algorithm and Lance-Williams distance Autor Tang, Qi, Xiao, Jianyu, Wu, Kefeng

“…In response to the traditional Dempster–Shafer (D-S) combination rule that cannot handle highly conflicting evidence, an evidence combination method based on the stochastic approach for link-structure analysis (SALSA…”
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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…”
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Temporal-spatial skeleton modeling for real-time human dance behavior recognition using evolutionary algorithms Autor Liu, Keyin, Fan, Di

“… To address these limitations, this study proposes a real-time human behavior detection framework that integrates evolutionary algorithms with a skeleton-based deep learning model…”
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A review of swarm intelligence algorithms deployment for scheduling and optimization in cloud computing environments Autor Qawqzeh, Yousef, Alharbi, Mafawez T., Jaradat, Ayman, Abdul Sattar, Khalid Nazim

“…This review focuses on reviewing the recent publications of swarm intelligence algorithms…”
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GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles Autor Mitchell, Rory, Frank, Eibe, Holmes, Geoffrey

“…). While exact calculation of SHAP values is computationally intractable in general, a recursive polynomial-time algorithm called TreeShap (Lundberg et al., 2020…”
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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…”
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Real-time biodiversity analysis using deep-learning algorithms on mobile robotic platforms Autor Panigrahi, Siddhant, Maski, Prajwal, Thondiyath, Asokan

“…Ecological biodiversity is declining at an unprecedented rate. To combat such irreversible changes in natural ecosystems, biodiversity conservation initiatives…”
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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…”
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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…”
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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…”
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Persistent homology classification algorithm Autor De Lara, Mark Lexter D.

“… Topological data analysis is an emerging topic concerned with the shape of data. One of the key tools in this field for analyzing the shape or topological properties…”
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