Motion estimation algorithm using 2 bit-depth pixel and fuzzy quantization by Chuan-ming SONG, Yan-wen GUO, Xiang-hai WANG, Dan LIU

“…A motion estimation algorithm was proposed using 2 bit-depth pixels. The reduction of pixel depth was first formalized by two successive steps, namely interval partitioning and interva mapping. …”
Get full text

Multi-Objective Intelligent Routing Algorithm for LEO Satellite Networks Based on DQN by LUO Zongyi, JIN Shichao, DONG Tao, YIN Jie

“…This paper first summarized the current development status of LEO networks and the main LEO network routing algorithms. At the same time, aimed at the challenges of single optimization objectives, slow convergence speed, and difficulty in optimizing indicators such as delay and packet loss, this paper proposed a multi-objective intelligent routing algorithm based on deep Q-network (DQN). …”
Get full text

Prognostic algorithm for early diagnosis of subcritical conditions as predictors of sudden cardiac death by A. V. Bykov, P. S. Azarova, S. A. Parkhomenko, A. V. Bykov, A. V. Polyakova, M. V. Alymova, A. V. Vinnikov

“…In parallel with standard protocols for the management of severe somatic patients (chronic obstructive pulmonary disease, chronic kidney disease, hepatocellular failure), based on the proposed algorithm with an integral assessment of critical conditions, using the MCA decision rule in the main group in 30,5% of cases, subcritical stage was revealed, followed by targeted treatment and preventive support. …”
Get full text

Human Pose Estimation Algorithm Using Optimized Symmetric Spatial Transformation Network by Shengqing Lin, Nor Azizah Ali, Azlan bin Mohd Zain, Muhalim Mohamed Amin Amin

Get full text

A novel Smishing defense approach based on meta-heuristic optimization algorithms by Mohammad Alshinwan, Osama A. Khashan, Zakwan Alarnaout, Salam Salameh Shreem, Ahmed Younes Shdefat, Nader Abdel Karim

“…This paper introduces an approach for detecting SMS phishing based on machine learning algorithms. The suggested system incorporates feature extraction, oversampling, and selection and classification optimization algorithms. …”
Get full text

Solving Transport Infrastructure Investment Project Selection and Scheduling Using Genetic Algorithms by Karel Ječmen, Denisa Mocková, Dušan Teichmann

“…We propose a genetic algorithm as a decision-support tool, framing the problem as an NP-hard 0–1 multiple knapsack problem. …”
Get full text

Active learning algorithm for alleviating the user cold start problem of recommender systems by Toon De Pessemier, Bruno Willems, Luc Martens

“…This is due to the fact that real users are not always able to rate the item selected by the active learning algorithm and therefore cannot provide the requested information, in contrast to many machine learning scenarios where the labeling of all samples is possible. …”
Get full text

Comparative Analysis of Text Mining Classification Algorithms for English and Indonesian Qur’an Translation by Rahmat Hidayat, Sekar Minati

“…But in daily life, there are still many Muslims who do not understand the meaning of the sentence in the Qur'an even though they read it every day. …”
Get full text

Synthesis of Thinned Concentric Circular Antenna Arrays Using Modified TLBO Algorithm by Zailei Luo, Xueming He, Xuedong Chen, Xin Luo, Xiaoqing Li

“…Teaching-learning-based optimization (TLBO) algorithm is a new kind of stochastic metaheuristic algorithm which has been proven effective and powerful in many engineering optimization problems. …”
Get full text

Defense Methods for Adversarial Attacks Against Power CPS Data-Driven Algorithms by Weiping ZHU, Yi TANG, Xingshen WEI, Zengji LIU

“…The integration of large-scale power electronic devices has introduced a large number of strong nonlinear measurement/control nodes into the system, gradually transforming the traditional power system into a cyber physical system (CPS). Many system problems that were originally solved by model-driven methods have had to be analyzed using data-driven algorithms due to limitations such as dimensional disasters. …”
Get full text

Moldina: a fast and accurate search algorithm for simultaneous docking of multiple ligands by Radek Halfar, Jiří Damborský, Sérgio M. Marques, Jan Martinovič

“…Abstract Protein-ligand docking is a computational method routinely used in many structural biology applications. It usually involves one receptor and one ligand. …”
Get full text

Hybrid precoding algorithm for Wi‐Fi interference suppression based on deep learning by Gang Xie, Zhixiang Pei, Gaole Long, Yuanan Liu

Get full text

Multi scenario chaotic transient search optimization algorithm for global optimization technique by Ibrahim Mohamed Diaaeldin, Hany M. Hasanien, Mohammed H. Qais, Saad Alghuwainem, Othman A. M. Omar

“…Abstract Recently, chaotic maps (CMs) have been employed in many optimization algorithms as a motivator to find a better solution to non-convex engineering problems since they can avoid local optima and find the near-optimal solution rapidly. …”
Get full text

Parameter Identification in Triple-Diode Photovoltaic Modules Using Hybrid Optimization Algorithms by Dhiaa Halboot Muhsen, Haider Tarish Haider, Yaarob Al-Nidawi

“…Accordingly, in this study, a differential evolution algorithm (DEA) is hybridized with an electromagnetism-like algorithm (EMA) in the mutation stage to enhance the reliability and efficiency of the DEA. …”
Get full text

Neighborhood conditional mutual information entropy attribute reduction algorithm for hybrid data by Haibo LAN

“…Attribute reduction is an important research content of the rough set theory.Its main purpose is to eliminate irrelevant attributes in information systems, reduce data dimensions and improve data knowledge discovery performance.However, most of the attribute reduction methods based on a rough set do not consider the dependence between attributes, which makes the final attribute reduction result have some redundant attributes.An attribute reduction algorithm based on neighborhood conditional mutual information entropy was proposed.Firstly, based on the traditional neighborhood entropy, a hybrid neighborhood mutual information entropy model and a hybrid neighborhood conditional mutual information entropy model were proposed for hybrid data.Then, the two entropy models were used to evaluate the attribute dependence and attribute heuristic search of the hybrid information system, and an attribute reduction algorithm was designed.Finally, through the experimental analysis of UCI data sets, it was proved that the algorithm had higher attribute reduction performance.…”
Get full text

Results of the optimization of diagnostic and treatment algorithm in patients with acute paraproctitis of anaerobic etiology by K. I. Sergatskiy, V. I. Nikolsky

“…General number of patients who required several operative sanation was 47 (66.2 %). 9 (26.5%) patients died in the comparison group, 4 (10.8 %) patients died in the main group.CONCLUSION. The optimization of diagnostic and treatment algorithm in patients with acute anaerobic paraproctitis allowed to reduce the all-cause mortality in patients with acute paraproctitis from 1.2 to 0.5 % (p<0.01), and mortality in patients with acute anaerobic paraproctitis from 26.5 to 10.8 %.…”
Get full text

Digital Approaches to Creating Accessible Environment for Persons With Disabilities: Using the Bot Algorithm by Yu. A. Yukhno, S. A. Efimov

“…The purpose of the article is to develop a prototype web framework that would include an educational orientation for people with the main types of persistent disorders of the human body functions due to diseases, consequences of injuries or defects, including their degree of disability. …”
Get full text

Design and Construction of Multimedia Smart English Teaching Platform Based on RBF Algorithm by Qianbo Li

“…Through teaching and learning, the students can become the main entity in the English teaching, which can stimulate their enthusiasm and form a good awareness for English learning. …”
Get full text

Optimization of consumed steel, opening height and location in RC beams by genetic algorithms by A. Ghannadiasl, A. Gharibi Asl

“…In the construction of modern buildings, many pipes and ducts are necessary to accommodate essential services like water supply, sewage, etc. …”
Get full text

AOAFS: A Malware Detection System Using an Improved Arithmetic Optimization Algorithm by Rafat Alshorman, Bilal H. Abed-alguni, Yaqeen E. Alqudah

“…The Arithmetic Optimization Algorithm (AOA) is a relatively new efficient optimization algorithm that can be used for FS. …”
Get full text