Improving the trial efficiency of criminal cases with the assistance of artificial intelligence by Qingxia Chen

“…Using a dataset consisting of 500 criminal case records, including minor, ordinary, and complex cases, we applied machine learning (ML) and natural language processing (NLP) techniques to predict trial outcomes, reduce processing time, and improve judgment accuracy. …”
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Modeling and proving dynamic behaviors of a routing protocol: A tutorial by Agnieszka Paszkowska, Konrad Iwanicki

“…With the increasing adoption of Internet of Things technologies for controlling physical processes, their dependability becomes important. One of the fundamental functionalities on which such technologies rely for transferring information between devices is packet routing. …”
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The use of cosmetic freeze-dried kelp as a food fortifier (analytical review) by A. V. Burminsky, V. N. Orobinskaya, I. N. Pushmina, T. N. Lavrova, S. A. Emelyanov

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Predicting the Risk of Loneliness in Children and Adolescents: A Machine Learning Study by Jie Zhang, Xinyi Feng, Wenhe Wang, Shudan Liu, Qin Zhang, Di Wu, Qin Liu

“…Five models, (a) random forest, (b) extreme gradient boosting (XGBoost), (c) logistic regression, (d) neural network, and (e) support vector machine were applied to predict loneliness. …”
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Epizootic hemorrhagic disease virus oral infection affects midge reproduction and is vertically transmitted to offspring in Culicoides sonorensis by Dinesh Erram, Bethany McGregor, Carolina Acevedo, Barry W. Alto, Nathan Burkett-Cadena

“…In addition, the progeny (eggs and F1 generation adults) of EHDV-2 fed females were processed for viral detection through RT-qPCR and plaque assays. …”
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Electroweak spin-1 resonances in Composite Higgs models by R. Caliri, J. Hadlik, M. Kunkel, W. Porod, Ch. Verollet

“…These models predict that there are two neutral and one charged spin-1 resonances mixing sizably with the SM vector bosons. As a consequence, these can be singly produced in Drell-Yan processes at the LHC. …”
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On the spectrum of moderated neutrons emitted by the isotropic source in the gas fuel by V. O. Tarasov, S. A. Chernezhenko, A. O. Kakaev, O. D. Berezovskiy, V. V. Voytenko

“…Obtained expression for the moderating neutron spectra allows the new interpretation of the processes, which determine neutron spectra in the thermal area.…”
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The Political Crisis of 2020–2021 in Mali by FILIPPOV Vasily Rudolfovich

“…The situation in Mali remains poorly known: it is not clear what forces will determine the vector of its political and military-strategic development. …”
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A Characterizing Method of Carbon Nanotubes in Powder Form with Different Packing Densities by Ruiliang Li, Chuang Yang, Yunlong Zhang, Jian Wang

“…Then, the well-known Nicolson–Ross–Weir (NRW) method was processed to determine the complex permittivity and permeability of the CNTs. …”
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Probabilistic analysis of getting into in restricted area by unmanned aerial vehical by A. A. Lobaty, Y. F. Yatsyna, V. Y. Stepanov, A. Y. Bumai

“…The substantiation of the mathematical model to research through linearized vector stochastic equation is carried out. The problem is solved by applying the theory of Markov processes of random structure with absorption of realizations at the boundary of a given area. …”
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A Fast Overlapping Community Detection Algorithm with Self-Correcting Ability by Laizhong Cui, Lei Qin, Nan Lu

“…And we also give a new understanding on membership vector. Moreover, we improve the bridgeness function which evaluates the extent of overlapping nodes. …”
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Algorithm for Recognition of Movement of Objects in a Video Surveillance System Using a Neural Network by S. Harish, C. Anil Kumar, Lakshmi Shrinivasan, S. Rohith, Belete Tessema Asfaw

“…On the basis of the structural scheme of the complex algorithm of processing and analysis of images, the algorithm for recognition of the motion of objects by means of a neural network for the system of video observation is developed.…”
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Machine learning applications for chloride ingress prediction in concrete: insights from recent literature by Quynh-Chau Truong, Anh-Thu Nguyen Vu

“…Various algorithms, such as Artificial Neural Networks (ANNs), Gene Expression Programming (GEP), Extreme Gradient Boosting (XGBoost), Support Vector Machine (SVM) and Ensemble Learning, have shown potential in estimating corrosion processes, predicting material properties, and evaluating structural durability. …”
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Real-Time Football Match Prediction Platform by An Zhongqi

“…This paper presents a Python-based platform for predicting football match outcomes by collecting and processing real-time data from the SofaScore website. …”
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Low-Complexity Saliency Detection Algorithm for Fast Perceptual Video Coding by Pengyu Liu, Kebin Jia

“…Firstly, this algorithm employs motion vector (MV) to extract temporal saliency region through fast MV noise filtering and translational MV checking procedure. …”
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Investigating the dynamics and uncertainties in portfolio optimization using the Fourier-Millen transform. by Muhammad Hilal Alkhudaydi, Aiedh Mrisi Alharthi

“…Many investors and financial managers view portfolio optimisation as a critical step in the management and selection processes. This is due to the fact that a portfolio fundamentally comprises a collection of uncertain securities, such as equities. …”
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An overview for assessing a number of systems for estimating age and gender of speakers by Aalaa Ahmed Mohammed, Yusra Faisal Al-Irhayim

“…Comparison of experimental results of different sources of voices for speakers of different languages and methods of miscellaneous classification such as Bayes classifier, neural network, support vector machines, K-nearest neighbor, gaussien mixture model and hybrid method based on weighted analysis of a directed non-negative matrix and a neural network with a general recession as well as some deep learning methods, is done in order to show different results  to classify the age and gender of the speaker when processing the speech signal. …”
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Periodical Press of Kurgan City, Tobolsk Province of Late XIX — Early XX Centuries by A. A. Mironova

“…The processes of development of mass media in the county city Kurgan, a large agricultural center of the Tobolsk province, in the late 19th — early 20th centuries are analyzed. …”
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Quantitative Estimation of Ecocultural Bearing Capacity of Urban Agglomerations in Britain by Yantao Zhang, Afshin Davarpanah

“…The difference method and standardization method are used for positive combination and dimensionless processing of the indicators to realize the data preprocessing of the indicators. …”
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Classification of Physiology Indicators for the Automatic Detection of Potentially Hazardous Physiological States by I. G. Damousis, S. Argyropoulos, A. Muzet

“…For the classification of the physiology, four state-of-the-art techniques were compared, support vector machines, fuzzy expert systems, neural networks, and Gaussian mixture models. …”
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