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Article
Using decision tree to modeling a bad debt account taxation information system
How to reduce the ratios and liquidate the non-performing assets are considered as the important issues for financial institutions. The non-performing loans rations of financial institutions are overly high in...
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Chapter and Conference Paper
How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection?
Anomaly detection is the process of identifying unexpected events or abnormalities in data, and it has been applied in many different areas such as system monitoring, fraud detection, healthcare, intrusion det...
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Chapter and Conference Paper
RePAD: Real-Time Proactive Anomaly Detection for Time Series
During the past decade, many anomaly detection approaches have been introduced in different fields such as network monitoring, fraud detection, and intrusion detection. However, they require understanding of d...
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Chapter and Conference Paper
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks Based on Automatic LSTM Customization and Sharing
Short-term traffic speed prediction has been an important research topic in the past decade, and many approaches have been introduced. However, providing fine-grained, accurate, and efficient traffic-speed pre...
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Chapter and Conference Paper
DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction
Over the past decade, several approaches have been introduced for short-term traffic prediction. However, providing fine-grained traffic prediction for large-scale transportation networks where numerous detec...
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Chapter and Conference Paper
Privacy Mining from IoT-Based Smart Homes
Recently, a wide range of smart devices are deployed in a variety of environments to improve the quality of human life. One of the important IoT-based applications is smart homes for healthcare, especially fo...
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Article
Improvements in Fabrication of 3D SU-8 Prisms for Low-Coupling-Loss Interconnections Between Fibers and Waveguides
Fabrication of three-dimensional (3D) SU-8 (an epoxy-based negative photoresist from MicroChem) prisms as low-loss couplers for interconnection between optical components, particularly optical fibers and silic...
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Article
SU-8 Lenses: Simple Methods of Fabrication and Application in Optical Interconnection Between Fiber/LED and Microstructures
This paper presents two facile methods to fabricate off-plane lenses made of SU-8, an epoxy-based negative photoresist from MicroChem, on glass for optical interconnection. The methods allow the fabrication of...
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Chapter and Conference Paper
ABS-YARN: A Formal Framework for Modeling Hadoop YARN Clusters
In cloud computing, software which does not flexibly adapt to deployment decisions either wastes operational resources or requires reengineering, both of which may significantly increase costs. However, this c...
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Article
Pareto-based cache replacement for YouTube
Recently, YouTube, which plays diverse video programs for worldwide users, has been one of the most attractive social-networking systems. YouTube employs a distributed memory caching system called Memcached to...
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Chapter
Rule Extraction Based on Rough Fuzzy Sets in Fuzzy Information Systems
Rough fuzzy sets are an effective mathematical analysis tool to deal with vagueness and uncertainty in the area of machine learning and decision analysis. Fuzzy information systems and fuzzy objective informat...
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Chapter and Conference Paper
Knowledge-Based New Product Development through Knowledge Transfer and Knowledge Innovation
This paper develops and presents the concept of knowledge-based new product development in an effort to explain the role of knowledge in new product development and the process of innovation management. Due to...
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Chapter and Conference Paper
A Divide-and-Conquer Strategy and PVM Computation Environment for the Matrix Multiplication
This paper deals with parallels of the fast matrix multiplication strassen’s algorithm, winograd’s algorithm and analyzes empirical study of the matrix multiplication under the distributed environment in which...
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Chapter and Conference Paper
Enterprise Financial Status Synthetic Evaluation Based on Fuzzy Rough Set Theory
Enterprise financial status synthetic evaluation is an important issue. The weight of synthesis evaluation is determined by expert, lending to subjectivity and without considering the redundancy of attributes ...
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Chapter and Conference Paper
Statistical Data Analysis for Software Metrics Validation
A metrics validation process is defined that integrates quality factors and quality functions. It proposes a comprehensive metric validation methodology that has validity criteria, which support the quality fu...
