Výsledky vyhledávání - Algorithms—Analysis of algorithms

ML Algorithms Analysis and Prediction of Broadband Electric Field Levels in Telecommunication Systems Environment: ML Algorithms Analysis and Prediction of Broadband Electric Field Autor Berisha, Doruntinë, Jerliu, Arjeta, Ibrani, Mimoza

“…This study investigates artificial intelligence neural networks to analyze and predict sub-3 GHz electric field exposure levels. The research encompasses a…”
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An asymptotic theory for Cauchy–Euler differential equations with applications to the analysis of algorithms Autor Chern, Hua-Huai, Hwang, Hsien-Kuei, Tsai, Tsung-Hsi

“…Cauchy–Euler differential equations surfaced naturally in a number of sorting and searching problems, notably in quicksort and binary search trees and their…”
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S180 Prediction of New-Onset Diabetes Following Acute and Chronic Pancreatitis Using Machine Learning Algorithms: Analysis of Large Real-World Data Autor Ba, Djibril M., Sadr, Alireza V., Raja-Khan, Nazia, Zhang, Yue, Siddiqui, Ayesha, Maranki, Jennifer, Chinchilli, Vernon M., Abedi, Vida

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Model-Based Battery Thermal Fault Diagnostics: Algorithms, Analysis, and Experiments Autor Dey, Satadru, Perez, Hector E., Moura, Scott J.

“…Safety and reliability remain critical issues for lithium-ion (Li-ion) batteries. Out of many possible degradation modes, thermal faults constitute a…”
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Dynamical analysis of α-Euclidean algorithms: Analysis of algorithms Autor BOURDON, Jérémie, DAIREAUX, Benoit, VALLEE, Brigitte

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Classification algorithms analysis for brain–computer interface in drug craving therapy Autor Mazzoleni, Mirko, Previdi, Fabio, Bonfiglio, Natale Salvatore

“… These measurements are then used to design a better classification algorithm with respect to the default BCI classifier…”
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Image Processing Algorithms Analysis for Roadside Wild Animal Detection Autor Knyva, Mindaugas, Gailius, Darius, Kilius, Šarūnas, Kukanauskaitė, Aistė, Kuzas, Pranas, Balčiūnas, Gintautas, Meškuotienė, Asta, Dobilienė, Justina

“…: bilateral filtering followed by thresholding and SIFT feature matching; Gaussian filtering combined with Canny edge detection and contour analysis…”
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Analysis of selection noise in genetic algorithms: Analysis of selection noise Autor Gulayeva, Nataliya M., Borrego-Díaz, Joaquín, Sancho-Caparrini, Fernando

“… Genetic drift, or selection noise, is an important characteristic of selection methods. It has a direct effect on the performance of genetic algorithms…”
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Quantum Image Clipping - Algorithms, Analysis, and Applications Autor Sihare, Shyam R.

“…This research aims to revolutionize complex image clipping using quantum computing, particularly in line clipping algorithms…”
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Late Breaking Results: An Efficient and Scalable Track Assignment with GPU Parallelism Autor Liu, Genggeng, Huang, Pengcheng, Li, Zepeng, Liu, Wen-Hao, Huang, Xing, Guo, Wenzhong

“… Based on the independence and divisibility of track assignment, we propose a GPU-accelerated parallel track assignment algorithm…”
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An efficient k-means clustering algorithms: Analysis and implementation Autor Kanungo, Tapas, Mount, David M, Netanyahu, Nathan S, Piatko, Christine D, Silverman, Ruth, Wu, Angela Y

“… First, we present a data-sensitive analysis of the algorithm's running time, which allows that the algorithm…”
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RSS Localization in Cell-Free Massive MIMO: Algorithms, Analysis, and Implementation Autor He, Jiajun, Ngo, Hien Quoc, Wang, Chao, Yin, Feng, So, Hing Cheung, Shin, Hyundong, Matthaiou, Michail

“…Received signal strength (RSS) has been extensively studied for localization purposes, and the distributed nature of cell-free massive multiple-input…”
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COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients Autor Shiri, Isaac, Salimi, Yazdan, Pakbin, Masoumeh, Hajianfar, Ghasem, Avval, Atlas Haddadi, Sanaat, Amirhossein, Mostafaei, Shayan, Akhavanallaf, Azadeh, Saberi, Abdollah, Mansouri, Zahra, Askari, Dariush, Ghasemian, Mohammadreza, Sharifipour, Ehsan, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khateri, Maziar, Bijari, Salar, Atashzar, Mohammad Reza, Shayesteh, Sajad P., Khosravi, Bardia, Babaei, Mohammad Reza, Jenabi, Elnaz, Hasanian, Mohammad, Shahhamzeh, Alireza, Foroghi Ghomi, Seyaed Yaser, Mozafari, Abolfazl, Teimouri, Arash, Movaseghi, Fatemeh, Ahmari, Azin, Goharpey, Neda, Bozorgmehr, Rama, Shirzad-Aski, Hesamaddin, Mortazavi, Roozbeh, Karimi, Jalal, Mortazavi, Nazanin, Besharat, Sima, Afsharpad, Mandana, Abdollahi, Hamid, Geramifar, Parham, Radmard, Amir Reza, Arabi, Hossein, Rezaei-Kalantari, Kiara, Oveisi, Mehrdad, Rahmim, Arman, Zaidi, Habib

“… We used four feature selection algorithms and seven classifiers. We evaluated the models using ten different splitting and cross-validation strategies, including non-harmonized and ComBat-harmonized datasets…”
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Water reservoirs quality management using meta-heuristic Algorithms: Analysis and optimization of water quality considering uncertainties Autor Hassani, Seyedeh Zahra, Ashofteh, Parisa-Sadat, Hoseini Vaez, Seyed Rohollah

“…Managing reservoir water quality under uncertainty remains a critical challenge in contemporary water resource management. This study introduces a robust…”
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Optimizing the design of stand-alone hybrid renewable energy systems with storage using genetic algorithms: Analysis of the impact of temporal complementarity of wind and solar sources Autor Munoz-Pincheira, Jose Luis, Salazar, Lautaro, Sanhueza, Felipe, Lüer-Villagra, Armin

“…). A model was developed in GNU Octave that uses a fixed-seed genetic algorithm to ensure reproducibility and compare scenarios…”
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Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs Autor Wang, Pengyu, Li, Chao, Wang, Jing, Wang, Taolei, Zhang, Lu, Leng, Jingwen, Chen, Quan, Guo, Minyi

“…Graph sampling and random walk operations, capturing the structural properties of graphs, are playing an important role today as we cannot directly adopt computing-intensive algorithms on large-scale graphs…”
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Energy-efficient bandwidth allocation in wireless networks: algorithms, analysis, and simulations Autor Wenye Wang, Xinbing Wang, Nilsson, A.A.

“… Then, we propose two schemes for connection admission control: victim selection algorithm (VSA) and beneficiary selection algorithm (BSA…”
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ML Algorithms Analysis and Prediction of Broadband Electric Field Levels in Telecommunication Systems Environment Autor Berisha, Doruntinë, Jerliu, Arjeta, Ibrani, Mimoza

“…This study investigates artificial intelligence neural networks to analyze and predict sub-3 GHz electric field exposure levels. The research encompasses a…”
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BlasPart: A Deterministic Parallel Partitioner for Balanced Large-Scale Hypergraph Partitioning Autor Tong, Shengbo, Pei, Chunyan, Yu, Wenjian

“… Thus, fast and high-quality deterministic partitioning algorithms are largely in demand…”
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Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation Autor Gang, Arpita, Xiang, Bingqing, Bajwa, Waheed U.

“…Principal Subspace Analysis (PSA)-and its sibling, Principal Component Analysis (PCA)-is one of the most popular approaches for dimensionality reduction in…”
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