Výsledky vyhledávání - Automatic Programming General Terms Algorithms

Incorporating decision-maker’s preferences into the automatic configuration of bi-objective optimisation algorithms Autor Diaz, Juan Esteban, López-Ibáñez, Manuel

“…•This indicator incorporates DM’s preferences into automatic algorithm configuration.•We demonstrate the effectiveness of our approach on a complex real-world problem…”
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An innovative neural network approach for stock market prediction Autor Pang, Xiongwen, Zhou, Yanqiang, Wang, Pan, Lin, Weiwei, Chang, Victor

“… To study the influence of market characteristics on stock prices, traditional neural network algorithms may incorrectly predict the stock market, since the initial weight of the random selection…”
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K-Means-Based Nature-Inspired Metaheuristic Algorithms for Automatic Data Clustering Problems: Recent Advances and Future Directions Autor Ikotun, Abiodun M., Almutari, Mubarak S., Ezugwu, Absalom E.

“…K-means clustering algorithm is a partitional clustering algorithm that has been used widely in many applications for traditional clustering due to its simplicity and low computational complexity…”
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Grammar-based automatic programming for medical data classification: an experimental study Autor Si, Tapas, Miranda, Péricles, Galdino, João Victor, Nascimento, André

“… This paper focuses on grammar-based automatic programming (GAP) to build optimized discriminant functions for medical data classification in any arbitrary language…”
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An automatic query expansion based on hybrid CMO-COOT algorithm for optimized information retrieval Autor Alqahtani, Abdullah Saleh, Saravanan, P., Maheswari, M., Alshmrany, Sami

“…) algorithm named as hybrid COOT-CMO for the appropriate selection of optimal candidate terms in the automatic query expansion process…”
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Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling Autor Su Nguyen, Mengjie Zhang, Johnston, Mark, Kay Chen Tan

“… To overcome this problem, we develop a new approach to automatic programming…”
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A Genetic Programming Approach to System Identification of Rainfall-Runoff Models Autor Chadalawada, Jayashree, Havlicek, Vojtech, Babovic, Vladan

“… Genetic Programming, an evolutionary computation technique has been used for short-term prediction and forecast in the field…”
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Automatic Modulation Classification for CR Using Deep Learning Autor Solanki, Surendra, Brahma, Banalaxmi, Singh, Yadvendra Pratap

“…Automatic Modulation Classification holds significant importance in the realm of wireless communication systems…”
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A piecewise trajectory optimization model for connected automated vehicles: Exact optimization algorithm and queue propagation analysis Autor Li, Xiaopeng, Ghiasi, Amir, Xu, Zhigang, Qu, Xiaobo

“…•An analytical algorithm to find the exact solution to the simplified vehicle trajectory optimization problem…”
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Automatic near-optimal generation of software test data for critical paths Autor Abdi, Mina, Mardukhi, Farhad

“… Automating test data generation can significantly reduce costs and improve efficiency. While genetic algorithms and particle swarm optimization (PSO…”
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Automatic Search-and-Replace From Examples With Coevolutionary Genetic Programming Autor Bartoli, Alberto, De Lorenzo, Andrea, Medvet, Eric, Tarlao, Fabiano

“…We describe the design and implementation of a system for executing search-and-replace text processing tasks automatically, based only on examples of the…”
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Minimum entropy collaborative groupings: A tool for an automatic heterogeneous learning group formation Autor Vallès-Català, Toni, Palau, Ramon

“…For some decades now, theories on learning methodologies have advocated collaborative learning due to its good results in terms of effectiveness and learning types and its promotion of educational and social values…”
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A Newton Method-Based Distributed Algorithm for Multi-Area Economic Dispatch Autor Qin, Jiahu, Wan, Yanni, Yu, Xinghuo, Kang, Yu

“…In this paper, we propose a novel Newton method-based distributed algorithm (NMDA), which is also effective in solving the general single-area EDP…”
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Enhanced Named Entity Recognition algorithm for financial document verification Autor Toprak, Ahmet, Turan, Metin

“… The verification process has challenge in terms of time and remaining bugs. A general automatic or semi-automatic document verification system would be useful…”
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Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data Autor Ye, Fei

“…In this paper, we propose a new automatic hyperparameter selection approach for determining the optimal network configuration…”
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Automatic lane marking prediction using convolutional neural network and S-Shaped Binary Butterfly Optimization Autor Alajlan, Abrar Mohammed, Almasri, Marwah Mohammad

“… To process the intricate features present in the lane images, traditional computer vision (CV) techniques are typically time-consuming, need more computing resources, and use complex algorithms…”
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Automatic Semantic Segmentation and Classification of Remote Sensing Image Data for Flood Detection Using Novel LSTM Neural Network Autor Sonavale, Amruta, Chakkaravarthy, Midhun, Srinivasa Rao, Surampudi, Salleh, Hishamuddin Bin M., Jadhav, Jagannath

“…Floods are one of the main threats to human life and the property of natural disasters, especially in highly populated urban areas. Fast and accurate…”
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Automatic, high accuracy prediction of reopened bugs Autor Xia, Xin, Lo, David, Shihab, Emad, Wang, Xinyu, Zhou, Bo

“… In general, bugs are reported in a bug tracking system, validated by a triage team, assigned for someone to fix, and finally verified and closed…”
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An Optimized Type-2 Self-Organizing Fuzzy Logic Controller Applied in Anesthesia for Propofol Dosing to Regulate BIS Autor Wei, Zi-Xiao, Doctor, Faiyaz, Liu, Yan-Xin, Fan, Shou-Zen, Shieh, Jiann-Shing

“…). However, in this article, an optimized type-2 self-organizing fuzzy logic controller (SOFLC) is designed for a target controlled infusion pump related to propofol dosing guided by BIS, to realize automatic control of general anesthesia…”
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Temporal Parallelization of Dynamic Programming and Linear Quadratic Control Autor Sarkka, Simo, Garcia-Fernandez, Angel F.

“…This article proposes a general formulation for temporal parallelization of dynamic programming for optimal control problems…”
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