Memory-driven deep-reinforcement learning for autonomous robot navigation in partially observable environments by Estrella Montero, Nabih Pico, Mitra Ghergherehchi, Ho Seung Song

“…We propose a memory-driven algorithm that employs deep reinforcement learning to enable collision-free proactive navigation in partially observable environments. …”
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Predicting the Birth Delivery Mode: Uncovering the Link Between EHG Topological Features and BMI by Rubana Hoque Chowdhury, Quazi Delwar Hossain, Mohiuddin Ahmad

“…The appropriateness of selected features, contingent upon anthropometric factors, influences the efficacy of algorithm classification in pregnancy monitoring and obstetric outcome forecasting. …”
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A Two-Stage Robust Optimization Strategy for Long-Term Energy Storage and Cascaded Utilization of Cold and Heat Energy in Peer-to-Peer Electricity Energy Trading by Yun Chen, Yunhao Zhao, Xinghao Zhang, Ying Wang, Rongyao Mi, Junxiao Song, Zhiguo Hao, Chuanbo Xu

“…The Nested Column and Constraint Generation (NC&CG) algorithm enhances privacy and solution precision. …”
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Context-Aware and Locality-Constrained Coding for Image Categorization by Wenhua Xiao, Bin Wang, Yu Liu, Weidong Bao, Maojun Zhang

“…Extensive experiments on several available datasets (Scene-15, Caltech101, and Caltech256) are conducted to validate the superiority of our algorithm by comparing it with baselines and recent published methods. …”
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Rule-Based Knowledge Acquisition Method for Promoter Prediction in Human and Drosophila Species by Wen-Lin Huang, Chun-Wei Tung, Chyn Liaw, Hui-Ling Huang, Shinn-Ying Ho

“…PromHD utilizes an effective feature-mining algorithm and a reference feature set of 167 DNA sequence descriptors (DNASDs), comprising three descriptors of physicochemical properties (absorption maxima, molecular weight, and molar absorption coefficient), 128 top-ranked descriptors of 4-mer motifs, and 36 global sequence descriptors. …”
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Capacity Compensation Price Accounting of Coal-Fired Units Under the Background of New Power System by WANG Yongli, GUO Wenhui, LI Yuyang, GUO Lu, ZHANG Yuze

“…Second， the K-means clustering algorithm was used to determine the probability of power generation of coal-fired units， and a capacity compensation electricity price model considering the fixed cost， capacity subsidy factor， and profit and loss balance point utilization hours was constructed. …”
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In-situ backup virtual sensor application in building automation systems toward virtual sensing-enabled digital twins by Youngwoong Choi, Sungmin Yoon

“…The research findings (1) offer modeling knowledge, industrial guidelines, a decision-making algorithm for appropriate modeling approaches, and insights into how building engineers implement virtual sensors and apply them to real building systems, and (2) demonstrate real-world applications of the virtual sensor-enabled digital twin in building automation systems.…”
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Computer Simulation and Field Experiment for Downlink Multiuser MIMO in Mobile WiMAX System by Kazuhiro Yamaguchi, Takaharu Nagahashi, Takuya Akiyama, Hideaki Matsue, Kunio Uekado, Takakazu Namera, Hiroshi Fukui, Satoshi Nanamatsu

“…In computer simulation, a MU-MIMO transmission system can be realized by using the block diagonalization (BD) algorithm, and each user can receive signals without any signal interference from other users. …”
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Determining the components of the psychophysical readiness of police officers to use service firearms under martial law conditions by M. O. Borovyk, A. V. Nadutyi, B. P. Lukin

“…In order to solve the research tasks, an analysis of the sources of international and domestic law regulating the use of force, special means, and firearms by the police has been carried out, including the UN Code of Conduct for Law Enforcement Officials, the Declaration on the Police, Basic Principles of the Use of Force and Firearms by Officials on maintaining law and order, the Constitution of Ukraine, the Criminal Code of Ukraine, the Law of Ukraine “On the National Police”, Regulations on the organization of official training of employees of the National Police of Ukraine, Instructions on safety measures when handling weapons, Regulations on the organization of initial professional training of police officers who are first accepted on police service. The algorithm for applying coercive police measures proposed by the UN hs been considered, that is communication – persuasion – physical force – special means – firearms. …”
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Eye tracking based clustering using the Korean version of the reading the mind in the eyes test by Se Jun Koo, Eun Jung Cha, Jee Eun Min, Eunchong Seo, Eun Lee, Suk Kyoon An

“…A total of 89 (50 males) non-clinical youths were recruited. The k-means algorithm was adopted, and the optimised number of clusters was determined using the elbow, silhouette and NbClust methods. …”
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Building Application-Related Patient Identifiers: What Solution for a European Country? by Catherine Quantin, François-André Allaert, Paul Avillach, Maniane Fassa, Benoît Riandey, Gilles Trouessin, Olivier Cohen

“…We show the anonymity techniques classically based on unidirectional hash functions (such as the secure hash algorithm (SHA-2) function that can guarantee the security, quality, and reliability of information if these techniques are applied to the Social Security Number). …”
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Topical Issues of Improving the Activities of Police Commissions of the National Police of Ukraine by K. L. Buhaichuk

“…Based on the analysis of the basic law regulating the activities of the National Police of Ukraine, as well as the regulatory acts of the Ministry of Internal Affairs of Ukraine, propositions were formulated aimed at improving the procedure for the activities of police commissions, in particular regarding: optimization of the system of police commissions, determining the procedure and grounds for creating several commissions in territorial police agencies; improving the procedure for nominating candidates to police commissions from the Minister of Internal Affairs, the Head of the National Police and the Commissioner for Human Rights of Verkhovna Rada of Ukraine; depoliticizing the staff of police commissions; establishing a clear algorithm for the activities of police commissions to determine the priorities of police activities; improving the procedure for conducting interviews with candidates for positions and the procedure for assessing such interviews; establishing administrative responsibility for interfering with the work of police commissions.…”
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The participation of a juvenile victim’s representative in criminal proceedings: procedural and forensic aspects by I. O. Iemets

“…Based on the results of the scientific research, it has been determined that one of the guarantees of ensuring the procedural interest of a juvenile victim is the principle of competent legal representation. The algorithm for engaging a lawyer from a free legal aid centre to provide legal services to a victim is proposed. …”
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Optimal Location Model of Bus Terminals and Evaluation of Factors Affecting It by Morteza Shafiee, Hilda Saleh, Aseyeh Sadat Hatami

“…To better understand the proposed method, the problem of locating terminals was implemented in Shiraz, which finally selected the proposed 3-point algorithm as the final point for constructing intercity bus terminals. …”
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Improvement of a Free-Wake Model for the Aerodynamic and Aeroacoustic Analysis of a Small-Scale Two-Bladed Propeller in Hover by Manuel Iannotta, Antonio Visingardi, Domenico Quagliarella, Fabrizio De Gregorio, Mattia Barbarino, Alex Zanotti

“…An optimization procedure based on the application of the evolutionary Genetic Algorithm is followed to identify the values of the parameters describing the dissipative and diffusive properties in the Bhagwat–Leishman vortex core model, an upgraded version of the classical Lamb–Oseen one. …”
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A Development Model for Identifying the Uncertainty Sources and Their Impacts on Bridge Construction Projects by Kayvan Mohammadi Atashgah, Rouzbeh Ghousi, Armin Monir Abbasi, Abbasali Tayefi Nasrabadi

“…Likewise, a modified algorithm is proposed for checking the consistency of the spherical fuzzy matrices. …”
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Clustering and Network Analysis of Mobility Patterns as an Analysis Tool for Lean Project by András Rácz-Szabó, Tamás Ruppert, János Abonyi

“…Utilizing a novel two-step methodology, the research first employs a modified DBSCAN algorithm to analyze indoor positioning data and categorize activities. …”
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An Unconventional Approach for Analyzing the Mechanical Properties of Natural Fiber Composite Using Convolutional Neural Network by Govindaraj Ramkumar, Satyajeet Sahoo, G. Anitha, S. Ramesh, P. Nirmala, M. Tamilselvi, Ram Subbiah, S. Rajkumar

“…The optimum microstructural model is identified by a developed model embedded with a genetic algorithm (GA) optimizer. The optimizer converges to conformations with highly enhanced properties. …”
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Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits by Jeffrey Okamoto, Xianyong Yin, Brady Ryan, Joshua Chiou, Francesca Luca, Roger Pique-Regi, Hae Kyung Im, Jean Morrison, Charles Burant, Eric B. Fauman, Markku Laakso, Michael Boehnke, Xiaoquan Wen

“…Abstract We present multi-integration of transcriptome-wide association studies and colocalization (Multi-INTACT), an algorithm that models multiple “gene products” (e.g., encoded RNA transcript and protein levels) to implicate causal genes and relevant gene products. …”
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THE USE OF ARTIFICIAL INTELLIGENCE IN THE THERAPEUTIC MANAGEMENT OF PAPILLARY THYROID MICROCARCINOMA: A RANDOMIZED CONTROLLED TRIAL PROTOCOL by Ramona Elena Teiu, Tudor Florin Ursuleanu, Hlescu Cristian Stefan, Roxana Grigorovici, Andreea Roxana Luca, Maria Paula Comanescu, Alina Ionela Calin, Alexandru Grigorovici

“…I will validate this method of diagnosis and prognosis of papillary thyroid cancer, optimized by the artificial intelligence algorithm, by conducting a randomized, controlled clinical trial over a period of 12 months. …”
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