Block-Based Adaptive Compressed Sensing by Using Edge Information for Real-Time Reconstruction by V. Pavitra, V. B. S. Srilatha Indira Dutt

“…As part of this paper, we introduce a novel adaptive measurement allocation technique based on edge information with in the block. …”
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Adaptive Congestion Detection and Traffic Control in Software-Defined Networks via Data-Driven Multi-Agent Reinforcement Learning by Kaoutar Boussaoud, Abdeslam En-Nouaary, Meryeme Ayache

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Comprehensive evaluation of technical support capacity for occupational disease surveillance and assessment of CDCs in Sichuan Province, China by Yumin Li, Xia Li, Li Lin, Enfei Jiang

“…Abstract Background When the health administration department re-assumed the responsibilities for occupational safety and health supervision and management in 2018, the Chinese government allocated special funds annually to the Centers for Disease Control and Prevention (CDCs) at all levels to enhance their capacity to monitor occupational diseases and hazardous factors. …”
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Evaluation of the Use of Privileged Funds of Yogyakarta on Cultural Sector in Sleman 2016 by Bagus Sulistiono, David Efendi

“…Data analysis techniques used are data reduction, data presentation, and conclusion. …”
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Internal Control System On Fraud Prevention Moderate By Bugis Cultural Values by Rahayu Wiliana, Febby Rachmadani, Syamsuddin Syamsuddin, Nadhirah Nagu, Achmad Fadel Farid

“…The research population is the total number of ASNs in the Sidenreng Rappang district who manage special allocation funds for 13 agencies. Sampling was carried out through a non-probability sampling design by applying purposive sampling techniques; the sample obtained was 172 respondents. …”
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Manajemen Penerimaan Peserta Didik Baru (PPDB) Melalui Sistem Zonasi SDN Puncak 2 Kecamatan Cipanas Kabupaten Cianjur by Maman Suherman, Suharyanto H. Soro, Ani Nuraeni, Listia Rismayanti

“…The results of the study indicate that the management of New Student Admission (PPDB) at SDN Puncak 2 has successfully enhanced educational equity through several strategic steps, such as the implementation of zoning policies, allocation of special quotas for underprivileged students, and transparency in the selection process. …”
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Channel Estimation Using CNN-LSTM in RIS-NOMA Assisted 6G Network by Chi Nguyen, Tiep M. Hoang, Adnan A. Cheema

“…This paper proposes a deep learning (DL)-based channel estimation method using a convolutional long-short term memory (CNN-LSTM) model for RIS-NOMA wireless communication systems that integrate RIS and NOMA techniques. CNN-LSTM leverages both the benefits of convolutional neural network (CNN) as well as long-short term memory (LSTM), in which CNN can capture special features while LSTM can capture temporal features of time-series data. …”
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Workload Forecasting Methods in Cloud Environments: An Overview by Samah Aziz, Manar Kashmoola

“…This study presents an overview of workload prediction techniques in cloud systems, with a special emphasis on long short-term memory (LSTM) networks. …”
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Machine Learning and Deep Learning-Based Atmospheric Duct Interference Detection and Mitigation in TD-LTE Networks by Rasendram Muralitharan, Upul Jayasinghe, Roshan G. Ragel, Gyu Myoung Lee

“…Additionally, we propose optimizing special subframe configurations in TD-LTE networks using machine learning-based methods to effectively reduce ADI.…”
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The Impact of Foreign Direct Investment on Economic Development in South Asia and Southeastern Asia by Darlington Chizema

“…Government spending (GS) is negatively associated with growth, suggesting inefficiencies in public resource allocation. The findings underscore the importance of enhancing absorptive capacity through investments in education, institutional quality, and trade facilitation. …”
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The essence and content of scientific research methodology by O. Mozolev, O. Polishchuk

“…The content of general and special methods of conducting scientific research is disclosed. …”
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Optimizing hybrid network topologies in communication networks through irregularity strength by Syed Aqib Abbas Naqvi, Faraha Ashraf, Ali Ovais, Muhammad Waheed Rasheed, Amir Asif, Abdu Alameri

“…Labeling methods are introduced in this study to capture topological irregularities and labeling constraints through the use of specialized graphs, such as the Dutch Windmill and Corona product graphs as they both have special labeling characteristics that can be used to improve network performance. …”
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Occasional Combinatorial Lexicology as an Area of Study of Occasional Collocations by M. V. Vlavatskaya, A. V. Korshunova

“…The authors believe that the allocation of occasional combinatorial lexicology contributes to the development and improvement of combinatorial science and the lexicological branch, provides scientifically substantiated interpretation and description of special lexical units - occasional collocations.…”
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The Shapley Value in Data Science: Advances in Computation, Extensions, and Applications by Lei Qin, Yingqiu Zhu, Shaonan Liu, Xingjian Zhang, Yining Zhao

“…To address the inherent computational challenges of exact calculation, we discuss model-agnostic approximation techniques, such as Random Order Value, Least Squares Value, and Multilinear Extension Sampling, as well as specialized fast algorithms for linear, tree-based, and deep learning models. …”
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Supply Chains Problem During Crises: A Data-Driven Approach by Farima Salamian, Amirmohammad Paksaz, Behrooz Khalil Loo, Mobina Mousapour Mamoudan, Mohammad Aghsami, Amir Aghsami

“…A key contribution is the incorporation of a Gated Recurrent Unit (GRU) neural network for accurate drug demand forecasting, enabling dynamic resource allocation in crisis scenarios. The model also accounts for two distinct patient destinations—receiving hospitals and temporary care centers (TCCs)—and includes a specialized pharmaceutical supply chain to prevent medicine shortages. …”
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Potential management factors influencing construction projects by Vigneshwar R.V.K., Shanmugapriya S.

“…Project management is the application of specialized knowledge, abilities, techniques, and methodologies to deliver something of value to people. …”
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Soil data from the Barbastro-Balaguer gypsum belt, NE SpainMendeley Data by Juan Herrero, María Tierra, Carmen Castañeda

“…In the absence of a soil map, our dataset can help in the decisions to be made by the authorities, as is the case for water allocation to irrigated estates both in operation and planned, or for authorizations for the spreading of pig slurry.The herein presented soil data were collected with the classical techniques of pedological prospection. …”
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Handling Semantic Relationships for Classification of Sparse Text: A Review by Safuan, Ku Ruhana Ku-Mahamud

“…The classification of sparse text, common in short or specialized content, is challenging for natural language processing. …”
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AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women by Li Ma, Li Ma, Ru Chen, Weigong Ge, Paul Rogers, Beverly Lyn-Cook, Huixiao Hong, Weida Tong, Ningning Wu, Wen Zou

“…Our findings indicated that AI algorithms could augment both traditional and contemporary topic modeling techniques. In addition, BERTopic has the connection port for ChatGPT-4-Turbo or other large language models in its algorithm for automatic interpretation, while with LDA interpretation must be manually, and needs special procedures for data pre-processing and stop words exclusion. …”
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Impact of Audit and Financial Factors on Audit Report Lag: Evidences from Indonesian Local Government by Andy Dwi Bayu Bawono, Noer Sasongko, M Mustofa

“…Many variables, including audit opinion, audit quality, auditor experience, the quantity of capital expenditures, special allocation funds received by local government, and the qualifications of the local government report compiler, might be investigated further. …”
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