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APPLICATION OF MACHINE LEARNING ALGORITHMS TO EVALUATE THE UCI DATABASE IN THE CLASSIFICATION OF AUTISM SPECTRUM DISORDERS
Published 2020-09-01“…We evaluated the data set with the SVM and Random Forest algorithms and also investigated the Decision Tree, Logistic Regression, K-Nearest-Neighbors, Naïve Bayes, and Multi-Layer Perceptron (MLP) algorithms. …”
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723
Integrated algorithms in analysis of architecture and environment interaction- Case study: Stepped villages of Iran
Published 2025-03-01Subjects: “…integrated algorithms in architecture-environment interaction analysis case study: iranian stepped villages…”
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724
A Comparative Study Evaluated the Performance of Two-class Classification Algorithms in Machine Learning
Published 2024-10-01“…Among these algorithms, the Two-Class Boosted Decision Tree method demonstrated outstanding prediction ability, achieving a 100% accuracy rating. …”
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725
Solution Algorithms for Single-Machine Group Scheduling with Learning Effect and Convex Resource Allocation
Published 2021-01-01“…To solve the general case of problem, the heuristic, tabu search, and branch-and-bound algorithms are proposed.…”
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726
Comparative analysis of extensive form zero sum game algorithms for Poker like games
Published 2025-01-01“…Abstract The resolution of extensive-form zero-sum games is a fundamental challenge in computational game theory, addressed through various algorithms, each with unique strengths and limitations. …”
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727
Accurate LAI estimation of soybean plants in the field using deep learning and clustering algorithms
Published 2025-01-01“…Subsequently, individual segmentation was achieved using the Watershed approach and k-means clustering algorithms, segmenting the field soybeans into individual plants. …”
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728
Smart City Traffic Flow and Signal Optimization Using STGCN-LSTM and PPO Algorithms
Published 2025-01-01“…Extensive experiments and ablation studies highlight the complementary strengths of STGCN and LSTM, with the hybrid model outperforming standalone variants. The PPO algorithm dynamically adjusts signal timings, reducing vehicle waiting times by 30% and increasing traffic throughput by 15%. …”
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729
60GHz Reverse Modulation Fiber-Wireless System with Two Jointed DSP Algorithms
Published 2018-01-01“…In this paper, we propose a reverse modulation fiber-wireless system with two jointed DSP algorithms. The signal in the system is OFDM modulated millimeter wave (mm-wave) at 60GHz. …”
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730
The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas
Published 2022-01-01“…Results had indicated that CNN-based algorithms significantly outperformed other data models we had created. …”
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731
Computer Aided Diagnostic Support System for Skin Cancer: A Review of Techniques and Algorithms
Published 2013-01-01Get full text
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732
Developing Train Station Parking Algorithms: New Frameworks Based on Fuzzy Reinforcement Learning
Published 2019-01-01“…To increase the parking accuracy, robustness, and self-learning ability, we propose new train station parking frameworks by using the reinforcement learning (RL) theory combined with the information of balises. Three algorithms were developed, involving a stochastic optimal selection algorithm (SOSA), a Q-learning algorithm (QLA), and a fuzzy function based Q-learning algorithm (FQLA) in order to reduce the parking error in urban rail transit. …”
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733
Utilizing the Novel Developed MLP Techniques to Survey Pile Subsidence via Optimization Algorithms
Published 2022-10-01Subjects: “…arithmetic optimization algorithm…”
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734
Multi-objective optimization algorithms for intrusion detection in IoT networks: A systematic review
Published 2024-01-01“…The multi-objective optimization algorithms show the encouraging potential in IoT networks to enhance multiple conflicting objectives for intrusion detection. …”
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735
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736
Selection and Penalty Strategies for Genetic Algorithms Designed to Solve Spatial Forest Planning Problems
Published 2009-01-01“…Genetic algorithms (GAs) have demonstrated success in solving spatial forest planning problems. …”
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737
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738
A Numerical Study on the Regularity of d-Primes via Informational Entropy and Visibility Algorithms
Published 2020-01-01“…Then, these sequences are mapped into graphs by employing two visibility algorithms. Computer simulations reveal that the degree distribution of most of these graphs follows a power law. …”
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739
A Comparative Study of Genetic and Firefly Algorithms for Sensor Placement in Structural Health Monitoring
Published 2015-01-01“…In this paper, a comparative study between the genetic algorithm (GA) and the firefly algorithm (FA) in solving the OSP problem is conducted. …”
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740
Species determination using AI machine-learning algorithms: Hebeloma as a case study
Published 2022-06-01Get full text
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