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New Developments in Unsupervised Outlier Detection

Algorithms and Applications

by Xiaochun Wang, Xiali Wang, Mitch Wilkes ...

Series series Intelligent Technologies and Robotics (R0)
This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and ... Read more

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This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and
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by Delip Rao, Brian McMahan ...

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Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library.Authors Delip Rao and Brian McMahon
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Practical Machine Learning: A New Look at Anomaly Detection

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Finding Data Anomalies You Didn't Know to Look ForAnomaly detection is the detective work of machine learning: finding the unusual, catching the fraud, discovering strange activity in large and complex datasets. But, unlike Sherlock Holmes, you may not know what the puzzle is, much less what “suspects” you’re looking for. This O’Reilly report uses practical examples to explain how the underlying ... Read more

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Dataproc Cookbook

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Want to build big data solutions in Google Cloud? Dataproc Cookbook is your hands-on guide to mastering Dataproc and the essential GCP fundamentals—like networking, security, monitoring, and cost optimization--that apply across Google Cloud services. Learn practical skills that not only fast-track your Dataproc expertise, but also help you succeed with a wide range of GCP technologies.Written by ... Read more

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Want to build big data solutions in Google Cloud? Dataproc Cookbook is your hands-on guide to mastering Dataproc and the essential GCP fundamentals—like networking, security, monitoring, and cost optimization--that apply across Google Cloud services. Learn practical skills that not only fast-track your Dataproc expertise, but also help you succeed with a wide range of GCP technologies.Written by
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La formattazione condizionale in Excel - Collana "I Quaderni di Excel Academy" Vol. 1

by Excel Academy ...

Series Book 1 - I Quaderni di Excel Academy
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Molto spesso nella redazione di report o di modelli di business in Excel, può essere necessario evidenziare determinate celle che abbiano uno specifico valore; in questo caso ci può venire in aiuto la Formattazione condizionale.La formattazione condizionale ti aiuterà ad evidenziare in maniera molto rapida, intuitiva ed automatica i contenuti presenti nelle celle che soddisfano specifiche
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Java Data Analysis

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by John R. Hubbard ...

Get the most out of the popular Java libraries and tools to perform efficient data analysisKey FeaturesGet your basics right for data analysis with Java and make sense of your data through effective visualizations.Use various Java APIs and tools such as Rapidminer and WEKA for effective data analysis and machine learning.This is your companion to understanding and implementing a solid data ... Read more

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Pandas 1.x Cookbook

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Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for
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Accumulo

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by Aaron Cordova, Billie Rinaldi, Michael Wall ...

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Advances in Intelligent Networking and Collaborative Systems

The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019)

Edited by Leonard Barolli, Hiroaki Nishino, Hiroyoshi Miwa ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the latest innovative research findings, methods, and development techniques related to intelligent social networks and collaborative systems, intelligent networking systems, mobile collaborative systems, and secure intelligent cloud systems. Offering both theoretical and practical perspectives, it also reveals synergies among various paradigms in the multi-disciplinary field of ... Read more

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Machine Learning Automation with TPOT

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by Dario Radečić ...

Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automateKey FeaturesUnderstand parallelism and how to achieve it in Python.Learn how to use neurons, layers, and activation functions and structure an artificial neural network.Tune TPOT models to ensure optimum performance on previously unseen data.Book DescriptionThe ... Read more

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This book is designed for anyone who learns how to get started with Apache Impala. The book covers SQL queries and data manipulation for Apache Impala. The following is a list of highlight topics:Introduction to Apache ImpalaWorking with Apache Impala ShellSQL Querying with Apache Hue and Apache ImpalaLoading Dataset to Apache ImpalaBasic SQL Query for Apache ImpalaJoining Query and Subquery on
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Flow Modelling and Control in Pipeline Systems

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by Sina Razvarz, Raheleh Jafari, Alexander Gegov ...

Series series Engineering (R0)
This book introduces novel methods for leak and blockage detection in pipelines. The leak happens as a result of ageing pipelines or extreme pressure forced by operational error or valve rapid variation. Many factors influence blockage formation in pipes like wax deposition that leads to the formation and eventual growth of solid layers and deposition of suspended solid particles in the fluids. In ... Read more

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This book introduces novel methods for leak and blockage detection in pipelines. The leak happens as a result of ageing pipelines or extreme pressure forced by operational error or valve rapid variation. Many factors influence blockage formation in pipes like wax deposition that leads to the formation and eventual growth of solid layers and deposition of suspended solid particles in the fluids. In
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Implementing Analytics

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by Nauman Sheikh ...

Series series The Morgan Kaufmann Series on Business Intelligence
Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi ... Read more

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Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi
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Regression Analysis with Python

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Learn the art of regression analysis with PythonKey Features\[\*\] Become competent at implementing regression analysis in Python\[\*\] Solve some of the complex data science problems related to predicting outcomes\[\*\] Get to grips with various types of regression for effective data analysisBook DescriptionRegression is the process of learning relationships between inputs and continuous outputs ... Read more

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Computer Vision and Edge Computing Technologies for the Drone Industry

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Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify ... Read more

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Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify
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Deep Learning Techniques and Optimization Strategies in Big Data Analytics

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Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of
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Intelligent Decision Technologies

Proceedings of the 15th KES-IDT 2023 Conference

Edited by Ireneusz Czarnowski, R.J. Howlett, Lakhmi C. Jain ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in ... Read more

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This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in
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Beyond Intelligence: Exploring the Boundaries of Human and Machine Minds

by NIBEDITA Sahu ...

Explore the depths of the human mind and the changing capacities of robots on this fascinating voyage. We explore the complex operations of the human brain and the promise of artificial intelligence in this stimulating investigation. Learn about the significant consequences of collaboration between humans and machines, the mysteries of human cognition, and the emergence of intelligent machines. ... Read more

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Explore the depths of the human mind and the changing capacities of robots on this fascinating voyage. We explore the complex operations of the human brain and the promise of artificial intelligence in this stimulating investigation. Learn about the significant consequences of collaboration between humans and machines, the mysteries of human cognition, and the emergence of intelligent machines.
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Building Data Streaming Applications with Apache Kafka

Design, develop and streamline applications using Apache Kafka, Storm, Heron and Spark

by Manish Kumar, Chanchal Singh, Manisha Sethi, Anshul Joshi ...

Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in ... Read more

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Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in
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In-Memory Analytics with Apache Arrow

Accelerate data analytics for efficient processing of flat and hierarchical data structures

by Matthew Topol ...

Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory formatKey FeaturesExplore Apache Arrow's data types and integration with pandas, Polars, and ParquetWork with Arrow libraries such as Flight SQL, Acero compute engine, and Dataset APIs for tabular dataEnhance and ... Read more

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Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory formatKey FeaturesExplore Apache Arrow's data types and integration with pandas, Polars, and ParquetWork with Arrow libraries such as Flight SQL, Acero compute engine, and Dataset APIs for tabular dataEnhance and
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Digital Technologies and Applications

Proceedings of ICDTA'24, Benguerir, Morocco, Volume 2

Edited by Saad Motahhir, Badre Bossoufi ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0, ... Read more

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This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0,
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Web3时代如何提升认知

by Joshua Tang ...

在Web3时代，区块链、去中心化身份（DID）、智能合约和代币经济正在重塑数字世界的规则，全球80亿人每日生成的数据流构成了浩瀚的"电子油田"，其中每一笔数据、交易和互动都成为可挖掘的"电子黄金矿脉"。这一去中心化生态赋予了用户前所未有的数据主权、经济机会和创新空间，但也带来了信息过载、技术复杂性和伦理挑战。如何在"电子油田"中高效挖掘"电子黄金"，需要全新的认知框架，结合技术、经济、心理学和伦理的跨学科思维。本书《Web3时代如何提升认知》旨在为读者提供系统化的认知升级路径，通过18章的深入分析和实用策略，帮助个人和组织在Web3中优化决策、规避风险并创造价值。 ... Read more

₹875.00 or Free with Kobo Plus

在Web3时代，区块链、去中心化身份（DID）、智能合约和代币经济正在重塑数字世界的规则，全球80亿人每日生成的数据流构成了浩瀚的"电子油田"，其中每一笔数据、交易和互动都成为可挖掘的"电子黄金矿脉"。这一去中心化生态赋予了用户前所未有的数据主权、经济机会和创新空间，但也带来了信息过载、技术复杂性和伦理挑战。如何在"电子油田"中高效挖掘"电子黄金"，需要全新的认知框架，结合技术、经济、心理学和伦理的跨学科思维。本书《Web3时代如何提升认知》旨在为读者提供系统化的认知升级路径，通过18章的深入分析和实用策略，帮助个人和组织在Web3中优化决策、规避风险并创造价值。
... Read more

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Computer Vision and Edge Computing Technologies for the Drone Industry

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Beyond Intelligence: Exploring the Boundaries of Human and Machine Minds

Building Data Streaming Applications with Apache Kafka

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Digital Technologies and Applications

Web3时代如何提升认知