Anomaly Detection Algorithms for Real-Time Log Data Analysis at Scale by Andras Horvath, Andras Olah, Attila Pinter, Balint Siklosi, Gergely Lukacs, Istvan Z. Reguly, Kalman Tornai, Tamas Zsedrovits, Zoltan Mathe

“…Through empirical analysis, we demonstrate that while advanced techniques such as CAELAD often deliver high accuracy, simpler methods such as SCLAD can be equally effective in practical settings, depending on the complexity of the problem. Our results underscore the importance of selecting the right balance between sophistication and simplicity, challenging the assumption that the most sophisticated methods are necessary for effective anomaly detection in real-world log data.…”
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A New Heterogeneous Hybrid Massive MIMO Receiver With an Intrinsic Ability of Removing Phase Ambiguity of DOA Estimation via Machine Learning by Feng Shu, Baihua Shi, Yiwen Chen, Jiatong Bai, Yifan Li, Tingting Liu, Zhu Han, Xiaohu You

“…Four clustering methods have an accuracy decreasing order as follows: WGMD, improved DBSCAN, ALW-K-means and WLMD.…”
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PECULIARITIES OF HARD CARIES OF TEMPORARY TEETH IN CARE IN CHILDREN 4-5 YEARS OLD WITH ADENOID VEGETATIONS by L.P. Ulasevych

“…In order to solve this problem, 103 children aged from 3 to 5 with adenoid hypertrophy were surveyed. …”
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Automated sleep staging model for older adults based on CWT and deep learning by Qunfeng Niu, Ranran Gui, Hengfang Liu, Liuyi Li, Lei Shi, Kunming Jia, Peng Li, Li Wang

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SIDDA: SInkhorn Dynamic Domain Adaptation for image classification with equivariant neural networks by Sneh Pandya, Purvik Patel, Brian D Nord, Mike Walmsley, Aleksandra Ćiprijanović

“…In such cases, NN generalization can be reduced to a problem of learning more robust, domain-invariant features. …”
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Designing a Conceptual model for Evaluating the Performance of Software Developers in Fintech Organizations by Hassan Javadi, Fereshteh Amin

“…Although various studies have explored certain aspects of performance criteria, no comprehensive and integrated study has been undertaken in this regard. …”
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Development of Women Resilience in the Workplace: A Solution to Break the Glass Ceiling by Farajallah Rahimi, Maral Ahmadi Arpanahi

“…Managing the Unexpected: Assuring High Performance in an Age of Complexity. Jossey-Bass, University of MI Pressing Problem Series, San Francisco.Westfall, S. …”
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Recent Progress in Polyolefin Plastic: Polyethylene and Polypropylene Transformation and Depolymerization Techniques by Acácio Silva de Souza, Patricia Garcia Ferreira, Iva Souza de Jesus, Rafael Portugal Rizzo Franco de Oliveira, Alcione Silva de Carvalho, Debora Omena Futuro, Vitor Francisco Ferreira

“…This paper highlights the complexity and urgency of addressing plastic pollution, drawing attention to the environmental challenges posed by improperly discarded plastics. …”
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A Model For Optimization of Knowledge Management Outsourcing Decision Using Genetic Algorithm by Ameneh Khadivar, Fatemeh Abbasi, Sheyda Akbarian

“…Expanding the scope to include more factors may provide a deeper understanding and have a significant impact on the provider selection outcomes. …”
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SOME ASPECTS OF THE USE OF MATHEMATICAL-STATISTICAL METHODS IN THE ANALYSIS OF SOCIO-HUMANISTIC TEXTS Humanities and social text, mathematics, method, statistics, probability by Zaira M Alieva

“…Considers the key issues faced by the expert in the application of mathematical-statistical methods in socio-humanitarian sphere, including the availability of sustainable contrasting socio-humanitarian Sciences and mathematics; the complexity of the allocation of the object that is the bearer of the problem; having the use of a probabilistic approach. …”
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Asteroids Exploration Trajectory Optimal Design with Differential Evolution Based on Mixed Coding by Maocai Wang, Zhiming Song, Guangming Dai, Lei Peng, Chang Zheng

“…The algorithm can make full use of the characteristics of the high efficiency and global optimization ability of differential evolution and can also avoid the problem of high complexity of the branch-and-bound algorithm and the problem of nonglobal optimal solution of the greedy algorithm. …”
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Mutual Information Neural-Estimation-Driven Constellation Shaping Design and Performance Analysis by Xiuli Ji, Qian Wang, Liping Qian, Pooi-Yuen Kam

“…Note that MINE transforms the precise MI calculation problem into a parameter optimization problem. Our MINE-based schemes only optimize the transmitter end, and avoid the computational and structural complexity in traditional shaping. …”
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Game Theory Based Energy-Aware Uplink Resource Allocation in OFDMA Femtocell Networks by Jun Zhao, Wei Zheng, Xiangming Wen, Xiaoli Chu, Haijun Zhang, Zhaoming Lu

“…We decompose the resource allocation problem into two subproblems, that is, a distributed subchannel allocation scheme and a distributed power control scheme to reduce costs and complexity. …”
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Student standpoints relevant for future reproductive behavior by Kuburović Ankica

“…This paper deals with the various standpoints of students on their motivation for parenthood, planning and deciding on birth giving, influence between marriage and parenthood, parent role complexity and responsibility, on the knowledge of effect and consequences of the problem of insufficient birth giving, with an aim of getting to know the main characteristics of their possible reproductive behavior. …”
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Inter-Episodic Relationshi ps in Children's Narrative by Ann Darnton

“…Such knowledge is essential, for example, if teachers are either to pinpoint a specific problem of ormprehension caused by a complexity of discourse organisation in a text that a child is reading or to offer truly instructive assistance to a pupil having difficulty in organising the material contained in a narrative text of his or her own creation.…”
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An Efficient Optimization Algorithm for Measurement Matrix Based on SVD and Improved Nesterov Accelerated Gradient by B. ZHANG, R. YI, Z. WANG, J. PU, . Y. SUN

“…In compressed sensing, a measurement matrix having low coherence with a specified sparse dictionary has been shown to be advantageous over a Gaussian random matrix in terms of reconstruction performance. …”
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Encephalic death. ¿life or death? Ethic aspects. by Ariel Uriarte Méndez, Jesús Vila Díaz

“…It is analyzed how the lack of unanimity of doctors to withdraw the assistance to a patient with encephalic death and declare him dead, shows the complexity of the theme in the sense that it implies an ethic problem. …”
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Hybrid System: Parallel Neural -Genetic Algorithm Algorithm for Compacting Fractal Images Using Multiple Computers by Shahla Abdel-Qader, Suzan Ibrahim, Omia Abdel-Jabbar

“…The NN able to adapt itself with the training data to reduce the complexity and having more data and is merged with the parallel GA to reach optimum values of weights with their biases. …”
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Load case selection for finite-element simulations of wind turbine pitch bearings and hubs by M. Stammler, F. Schleich

“…The simulation results allow for the calculation of static and fatigue strength. Given the complexity of the problem, with each rotor blade having 6 degrees of freedom, 5 types of loads, and a pitch angle, their potential combinations would result in an unmanageably high number of required simulations. …”
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High-resolution 2D-DoA sequential algorithm of azimuth and elevation estimation in automotive distributed system of coherent MIMO radars by I. V. Artyukhin

“…Algorithms must be developed to provide high angular resolution and low computational complexity. In order to conform with the existing Advanced Driver Assistance Systems requirements, modern cars are equipped with more than one radar having a common signal processing scheme to improve performance during target detection, positioning, and recognition as compared to a single radar. …”
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