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Semantic Analysis
This chapter studies semantic analysis, one of the core concepts for learning NLP. There are two basic schemes of semantic analysis: lexical and...
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Biomedical Image Analysis Special Applications in MRIs and CT scans
This book provides an in-depth study of biomedical image analysis. It
reviews and summarizes previous research work in biomedical image analysis and
al...
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Comparative Analysis
A comparative analysis of several state-of-the-art approaches is a critical measure for research. It helps in evaluating different techniques based...
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Malware Analysis
This chapter provides the reader with an introduction to memory analysisMemory analysis, used for malwareMalware detection, using the...
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Syntax Analysis
Where lexical analysis splits a text into tokens, the purpose of syntax analysis (also known as parsing) is to recombine these tokens. Not back into...
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Area Analysis
At FPGA chip design stage, area analysis/estimation is essential, just like ASIC chips. State-of-the-art FPGA area estimation techniques will be...
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Network Analysis
Network data are currently generated and collected to an increasing extent from different fields. In this chapter, we show how network data analysis...
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Static Analysis 30th International Symposium, SAS 2023, Cascais, Portugal, October 22–24, 2023, Proceedings
This book constitutes the refereed proceedings of the 30th International Symposium on Static Analysis, SAS 2023, held in Lisbon, Portugal, in October...
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Debugging Analysis Patterns
In this chapter, you will look at a pattern language of recurrent analysis techniques and methods of diagnostic pattern identification in a specific...
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Regression Analysis
In this chapter, we introduce regression analysis andRegression analysis some of its applications in data scienceData science. Regression is related...
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Graph Analysis for Scalability Analysis
Scaling a parallel program to modern supercomputers is challenging due to inter-process communication, Amdahl’s law, and resource contention....
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Power Analysis
Power dissipation has become one of the top concern in the development of new integrated circuits. In this chapter, power analysis techniques for...
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Performance (Timing) Analysis
Timing analysis can be static or dynamic. Dynamic timing analysis (DTA) verifies functionality of the design by applying input vectors and checking...
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Data Analysis
In this chapter, readers will be immersed in an exploration of various techniques in remote sensing data analysis. This chapter serves as a gateway...
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Statistical Analysis—Meta-Analysis/Reproducibility
Federated learning has gained great popularities in the last decade for its capability of collaboratively building models on data from multiple...
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Sentiment Analysis
Sentiment analysis is a process used in natural language processing (NLP) to analyze and extract information related to individual opinions and...
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Frame Analysis
This chapter details the last component of person-oriented framing analysis: frame analysis. The component aims to classify how persons are portrayed...
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Lexical Analysis
A lexical analyser, also called a lexer or scanner, will as its input take a string of individual letters and divide this string into word-like...
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Association Analysis
We have learned that correlation measures the linear association strength between two numerical variables. While correlation study requires the two...
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Memory Analysis
Computer memoryMemory (RAM) is a great source of forensic artifactsArtifact as it contains information that the computer worked on since the last...