Télécharger le livre :  Reciprocal Recommender Systems
This book provides an introduction to reciprocal recommendation. It starts with theory, and then moves on to concrete examples of the most successful algorithms in the field. Researchers and developers with a little background in machine learning will find many of the...

Editeur : Springer
Parution : 2025-02-27
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Multi-spectral and Intelligent Sensing
This book provides a concise overview of intelligent technologies for vision and sensing, with a particular focus on their applications in various multispectral configurations, including safety monitoring in rural areas. Within the realm of intelligent perception and...

Editeur : Springer
Parution : 2024-10-15
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Feature Models
This open access book provides a basic introduction to feature modelling and analysis as well as to the integration of AI methods with feature modelling. It is intended as an introduction for researchers and practitioners who are new to the field and will also serve as...

Editeur : Springer
Parution : 2024-06-29
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Exception Handling
This book presents the fundamentals of exception handling with examples written in C++ and Python. Starting with its history and evolution, it explores the many facets of exception handling, such as its syntax, semantics, challenges, best practices, and implementation...

Editeur : Springer
Parution : 2024-02-01
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Developing Sustainable and Energy-Efficient Software Systems
This open access book provides information how to choose and collect the appropriate metrics for a software project in an organization. There are several kinds of metrics, based on the analysis of source code and developed for different programming paradigms such as...

Editeur : Springer
Parution : 2023-02-06
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Representation in Machine Learning
This book provides a concise but comprehensive guide to representation, which forms the core of Machine Learning (ML). State-of-the-art practical applications involve a number of challenges for the analysis of high-dimensional data. Unfortunately, many popular ML...

Editeur : Springer
Parution : 2023-01-20
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Robust Latent Feature Learning for Incomplete Big Data
Incomplete big data are frequently encountered in many industrial applications, such as recommender systems, the Internet of Things, intelligent transportation, cloud computing, and so on. It is of great significance to analyze them for mining rich and valuable...

Editeur : Springer
Parution : 2022-12-06
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Bringing Machine Learning to Software-Defined Networks
Emerging machine learning techniques bring new opportunities to flexible network control and management. This book focuses on using state-of-the-art machine learning-based approaches to improve the performance of Software-Defined Networking (SDN). It will apply several...

Editeur : Springer
Parution : 2022-10-05
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Defending Cyber Systems through Reverse Engineering of Criminal Malware
This SpringerBrief discusses underlying principles of malware reverse engineering and introduces the major techniques and tools needed to effectively analyze malware that targets business organizations. It also covers the examination of real-world malware samples, which...

Editeur : Springer
Parution : 2022-08-29
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Main Memory Management on Relational Database Systems
This book provides basic knowledge about main memory management in relational databases as it is needed to support large-scale applications processed completely in memory. In business operations, real-time predictability and high speed is a must. Hence every opportunity...

Editeur : Springer
Parution : 2022-08-12
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Secure Multi-Party E-Commerce Protocols
This book presents the state of the art for multi-party fair exchange protocols and provides insight details regarding multi-party applications for buying physical products. The authors tackle the fairness problem in e-commerce protocols for buying physical products in...

Editeur : Springer
Parution : 2022-06-30
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Privacy Preservation in IoT: Machine Learning Approaches
This book aims to sort out the clear logic of the development of machine learning-driven privacy preservation in IoTs, including the advantages and disadvantages, as well as the future directions in this under-explored domain. In big data era, an increasingly massive...

Editeur : Springer
Parution : 2022-04-27
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Guide to Differential Privacy Modifications
Shortly after it was ?rst introduced in 2006, di?erential privacy became the ?agship data privacy de?nition. Since then, numerous variants and extensions were proposed to adapt it to di?erent scenarios and attacker models. In this work, we propose a systematic...

Editeur : Springer
Parution : 2022-04-09
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Low Resource Social Media Text Mining
This book focuses on methods that are unsupervised or require minimal supervision—vital in the low-resource domain. Over the past few years, rapid growth in Internet access across the globe has resulted in an explosion in user-generated text content in social media...

Editeur : Springer
Parution : 2021-10-01
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Foundations of Blockchain
This book provides a comprehensive analysis of fundamental topics related to blockchain. Throughout, the authors explore different vital issues and specific areas of blockchain. For convenience, the authors present the elementary description, visualize the working...

Editeur : Springer
Parution : 2021-07-16
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  From Opinion Mining to Financial Argument Mining
Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for...

Editeur : Springer
Parution : 2021-05-20
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Mobility Data-Driven Urban Traffic Monitoring
This book introduces the concepts of mobility data and data-driven urban traffic monitoring. A typical framework of mobility data-based urban traffic monitoring is also presented, and it describes the processes of mobility data collection, data processing, traffic...

Editeur : Springer
Parution : 2021-05-18
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Turbo Message Passing Algorithms for Structured Signal Recovery
This book takes a comprehensive study on turbo message passing algorithms for structured signal recovery, where the considered structured signals include 1) a sparse vector/matrix (which corresponds to the compressed sensing (CS) problem), 2) a low-rank matrix...

Editeur : Springer
Parution : 2020-10-13
Collection : SpringerBriefs in Computer Science PDF, ePub

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Télécharger le livre :  Cryptographic Obfuscation
This book explains the development of cryptographic obfuscation, providing insight into the most important ideas and techniques. It will be a useful reference for researchers in cryptography and theoretical computer science.

Editeur : Springer
Parution : 2020-10-05
Collection : SpringerBriefs in Computer Science PDF

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Télécharger le livre :  Universal Time-Series Forecasting with Mixture Predictors
The author considers the problem of sequential probability forecasting in the most general setting, where the observed data may exhibit an arbitrary form of stochastic dependence. All the results presented are theoretical, but they concern the foundations of some...

Editeur : Springer
Parution : 2020-09-26
Collection : SpringerBriefs in Computer Science PDF, ePub

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