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Budget-Driven Big Data Classification
Lecture Notes in Computer Science, 2015A practical large-scale data classification approach is presented in this paper. By exploiting online learning framework, our approach learns a set of competing one-class Support Vector Machine models, one for each data class. The presented approach enjoys three budget-driven features: 1) it is capable of handling classification when data cannot fit in
Minglun Gong +2 more
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Classification of the Budget Revenues
1981The breakdown of budget revenues by type shown in tables I-1 and I-2 is extremely aggregated; actually, a much more detailed classification of revenues is used in budget practice.
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The Coverage and Classification of the Budget
2013This chapter describes the coverage of government budgets and the classification systems applied to budgetary transactions. It is divided into four main sections.
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The state social insurance budget in terms of budget classification
30 Years of Economic Reforms in the Republic of Moldova: Economic Progress via Innovation and Competitiveness, Vol III, 2022The unified system of codes that groups and systematizes budgetary indicators according to certain criteria reflects the budgetary classification, which is important for policy formulation, identifying resource allocation, establishing accountability for policies and performance, and day-to-day budget management.
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Wideband blind signal classification on a battery budget
IEEE Communications Magazine, 2015A wideband signal sensor is an essential component to enable cognitive radio and dynamic spectrum access techniques, providing real-time detection and modulation classification in a wideband environment of interest. The problem is challenging, requiring a processing suite incorporating detection, estimation, and classification, with stringent power ...
Ramesh Harjani +9 more
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Classification of regional budgets by volume of subsidiation
Экономика и предпринимательство, 2022Государственное межбюджетное регулирование и долгосрочная бюджетная политика России в последние годы все больше ориентируются на решение проблемы несбалансированности региональных бюджетов. Это обстоятельство оказывает существенное влияние на стабильность всей бюджетной системы, особенно в периоды экономического кризиса.
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Efficient budget allocation with accuracy guarantees for crowdsourcing classification tasks [PDF]
International Joint Conference on Autonomous Agents and Multiagent Systems, 2013 In this paper we address the problem of budget allocation for redundantly crowdsourcing a set of classification tasks where a key challenge is to find a trade-off between the total cost and the accuracy of estimation. We propose CrowdBudget, an agent-based budget allocation algorithm, that efficiently divides a given budget among different tasks in ...
Tran-Thanh, Long +3 more
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