Phase Diagram of Extensive-Rank Symmetric Matrix Denoising beyond Rotational Invariance by Jean Barbier, Francesco Camilli, Justin Ko, Koki Okajima

“…Monte Carlo simulations suggest the existence of a denoising-factorization transition separating a phase where denoising using the rotational-invariant estimator remains Bayes-optimal due to universality properties of the same nature as in random matrix theory, from one where universality breaks down and better denoising is possible, though algorithmically hard. …”
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FORECASTING COHERENT VOLATILITY BREAKOUTS by A. S. Didenko, M. M. Dubovikov, B. A. Poutko

“…The paper develops an algorithm for making long-term (up to three months ahead) predictions of volatility reversals based on long memory properties of financial time series. …”
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Spatio‐temporal dynamic navigation for electric vehicle charging using deep reinforcement learning by Ali Can Erüst, Fatma Yıldız Taşcıkaraoğlu

“…In a data sharing system including transportation network, an electric vehicle (EV) and EV charging stations (EVCSs), it is aimed to determine the most convenient EVCS and the optimal path for reducing the travel, charging and waiting costs. To estimate the waiting times at EVCSs, Gaussian process regression algorithm is integrated using a real‐time dataset comprising of state‐of‐charge and arrival‐departure times of EVs. …”
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An elliptically symmetric fisher distribution and its application in statistics of discontinuities in rock mass by Shuang Wang, Jun Sun, Yi Cheng, Fumin Shu, Cunjia Qiu

“…Serving as a general form of the Fisher distribution, the model retains the simplicity, interpretability, and ease of calculation of the Fisher distribution while expanding its applicability. Parameter estimation and data simulation algorithms for the model are presented, demonstrating its efficiency and versatility. …”
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Method of vibration diagnostics of the technical condition of electronic equipment structures by S. M. Lyshov, S. U. Uvaysov, V. V. Chernoverskaya, Ph.L. Q. Han

“…The article considers the method of vibration diagnostics of onboard electronic devices based on the analysis of resonant frequencies. An algorithm for diagnosing mechanical defects of the studied blocks and nodes is presented. …”
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Detecting Simulated Nosocomial Disease Outbreaks with Sequential Monte Carlo Methods by Dr Conor Rosato

“…Discussion: The proposed algorithm successfully detects outbreaks in a timely manner. …”
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Features Self-Cobalt Gas-sensitive Film of Polyacrylonitrile by S.P. Konovalenko, T.A. Bednaya

“…The analysis of morphology of a surface with the theory of self-organization with use of a method of an investment of Takens and algorithm of Grassberger-Procaccia is carried out. …”
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Approaches to Assessing Knowledge Level of Business-Organization by S. N Kukushkin, O. E. Kalenov

“…The authors substantiate specificity of knowledge with regard to its dubious nature and propose methodological approach to assessment of the organization level of knowledge, which is based on analysis of 16 indicators combined in 4 groups: dynamics of business-organization development, system of education and training of personnel, scientific and technical and innovation potential, information system and information support of business-organization. In conclusion algorithm of estimating the index of knowledge level is described and advantages of this method are demonstrated.…”
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Augmented Filtering Based on Information Weighted Consensus Fusion for Simultaneous Localization and Tracking via Wireless Sensor Networks by Xiangyuan Jiang, Baozhou Lu, Peng Ren, Chunbo Luo, Xinheng Wang

“…We then conduct augmented filtering based on augmented extended Kalman filters to estimate the augmented state. We further refine our target estimate according to information weighted consensus filtering which fuses the target information obtained from neighboring sensors. …”
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Intensive Care for Eclampic Coma by V. V. Moroz, Yu. S. Podolsky

“…Studies were made in four steps: 1) on admission; 2) on days 2—3; 3) during emergence from coma; 4) before transition. Results. The use of the new algorithm for intensive care for eclampic coma, which is aimed at improving the perfusion metabolic provision of brain structures, with a reduction in mean blood pressure by 10—15% of the baseline level, by administering magnesium sulfate and nimodipine, and at compensating for CBV by high-molecular-weight hydroxyethylated starch (stabizol), ensured early emergence from a comatose state. …”
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Efficient construction of Markov state models for stochastic gene regulatory networks by domain decomposition by Maryam Yousefian, Anna-Simone Frank, Marcus Weber, Susanna Röblitz

“…To approximate the CME, we decompose the state space via a Voronoi tessellation and estimate transition probabilities by using adaptive sampling strategies. …”
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Variable Speed Limit Strategies Based on the Macro Hierarchical Control Traffic Flow Model by Shubin Li, Tao Wang, Hualing Ren, Baiying Shi, Xiangke Kong, Jianyong Chai, Xuejuan Wang

“…This framework can be adopted by transit managers for traffic efficiency.…”
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Accelerating Solar PV Site Selection: YOLO-Based Identification of Sound Barriers Along Highways by João Tavares, Carlos Santos Silva

“…This study proposes the application of the YOLO object detection algorithm to automatically identify and analyse the locations of sound barriers along highways using video or image data, and to estimate the potential energy output from photovoltaic systems installed on these barriers. …”
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Exploration of the ubiquitination-related molecular classification and signature to predict the survival and immune microenvironment in colon cancer by Ji-Zhong Xu, Tian-Qi Wan, Jin-Song Su, Jun-Min Song

“…Quantitative scores for 28 immune cell infiltrates and the tumor microenvironment were computed using single-sample gene set enrichment analysis (ssGSEA) and the Estimate algorithm. Subtype feature genes were selected through Lasso logistic regression and SVM-RFE algorithm. …”
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Vision-Guided Maritime UAV Rescue System with Optimized GPS Path Planning and Dual-Target Tracking by Suli Wang, Yang Zhao, Chang Zhou, Xiaodong Ma, Zijun Jiao, Zesheng Zhou, Xiaolu Liu, Tianhai Peng, Changxing Shao

“…A monocular vision-based ranging algorithm ensures accurate distance estimation and continuous tracking of rescue vessels. …”
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Internationalisation of non-financial social and solidarity economy cooperatives: case study in Ecuador by Mercedes Moreira-Menéndez, Roberto Pico-Saltos, Carlos Edison Zambrano

“…Abstract Internationalisation is a way for companies' growth and economic development in transition economies with the potential to contribute to a more sustainable world. …”
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Usability Evaluation of Optimized Single-Pointer Arabic Keyboards Using Eye Tracking by A. Benabid Najjar, A. Al-Wabil, M. Hosny, W. Alrashed, A. Alrubaian

“…A special focus is given to the optimization of the key arrangement based on the movement time and character transition frequencies. An optimization model as well as a Simulated Annealing algorithm are presented. …”
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Boundaries extraction and features recognition of metro station catchment area: the perspective of cognition and perception by Jiaqi Zhao, Qinghuai Liang, Jiaao Guo, Lei Huang

“…Traditional research on MSCA has largely relied on distance, based estimations, often overlooking the cognitive influences. …”
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Elevated Temperature Effects on FRP–Concrete Bond Behavior: A Comprehensive Review and Machine Learning-Based Bond Strength Prediction by Aseel Salameh, Rami Hawileh, Hussam Safieh, Maha Assad, Jamal Abdalla

“…This present paper also utilizes machine learning algorithms for the prediction of bond strength under elevated temperatures based on an experimental database of 37 beams. …”
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Urban Resilience and Energy Demand in Tropical Climates: A Functional Zoning Approach for Emerging Cities by Javier Urquizo, Hugo Rivera-Torres

“…The management of power supply and distribution is becoming increasingly challenging because of the significant increase in energy demand brought on by global population growth. Buildings are estimated to be accountable for 40% of the worldwide use of energy, which underlines how important accurate demand estimation is for the design and construction of electrical infrastructure. …”
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