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881
Password strength verification based on machine learning algorithms and LSTM recurrent neural networks
Published 2023-08-01“…The proposed supervised machine learning algorithms comprise support vector machines, random forest, boosting, and long short-term memory (LSTM) recurrent neural network types. …”
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882
Towards Enhancement of Performance of K-Means Clustering Using Nature-Inspired Optimization Algorithms
Published 2014-01-01“…Traditional K-means clustering algorithms have the drawback of getting stuck at local optima that depend on the random values of initial centroids. …”
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883
Analyzing the impact of deep learning algorithms and fuzzy logic approach for remote English translation
Published 2024-06-01Subjects: Get full text
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884
PCPIR-V:parallel privacy protected algorithms for nearest neighbor query based on Spark
Published 2016-05-01Get full text
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885
Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms
Published 2021-01-01“…The paper proposes a K-mean algorithm coupled with Synthetic Minority Oversampling Technique (SMOTE) to overcome the problem of imbalanced datasets. …”
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886
Contour Detection and Completion for Inpainting and Segmentation Based on Topological Gradient and Fast Marching Algorithms
Published 2011-01-01“…This coupled algorithm quickly provides accurate and connected contours. …”
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887
Application of On-Board Evolutionary Algorithms to Underwater Robots to Optimally Replan Missions with Energy Constraints
Published 2012-01-01“…An on-board knowledge-based agent, based on a genetic algorithm, was designed and validated to replan a near-optimal AUV survey mission. …”
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888
APPLYING SOME MATCHING ALGORITHMS FOR SEQUENCE IGNATURE TO ANALYZE AND DETECT ENTRIES INTO SYSTEM NETWORKS
Published 2013-06-01“…Nowadays, developing and evaluating pattern matching algorithms for the identification of network-attack has been constantly evolving. …”
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889
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890
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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891
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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892
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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893
Development of Machine Vision Algorithms for Radioactive Contaminated Targets Detection in Dynamic Radiation Scenarios
Published 2024-12-01“…The algorithm combines the beam detection system's data and machine vision. …”
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894
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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895
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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896
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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897
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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898
Power allocation algorithms in two-hop relaying networks based on optimal energy efficiency
Published 2016-07-01Get full text
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899
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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900
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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