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Multiple-Aspect Analysis of Semantic Trajectories, Konstantinos Tserpes; Chiara Renso; Stan Matwin


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Цена: 46570.00T
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Автор: Konstantinos Tserpes; Chiara Renso; Stan Matwin
Название:  Multiple-Aspect Analysis of Semantic Trajectories
ISBN: 9783030380809
Издательство: Springer
Классификация:


ISBN-10: 3030380807
Обложка/Формат: Soft cover
Страницы: 133
Вес: 0.23 кг.
Дата издания: 2020
Серия: Lecture Notes in Artificial Intelligence
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 47 illustrations, color; 46 illustrations, black and white; ix, 133 p. 93 illus., 47 illus. in color.
Размер: 234 x 156 x 8
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, W?rzburg, Germany, September 16, 2019, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

Learning from our Movements - The Mobility Data Analytics Era.- Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection.- Nowcasting Unemployment Rates with Smartphone GPS data.- Online long-term trajectory prediction based on mined route patterns.- EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data.- Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams.- Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning.- A Neighborhood-augmented LSTM Model for Taxi-Passenger Demand Prediction.- Multi-Channel Convolutional Neural Networks for Handling Multi-Dimensional Semantic Trajectories and Predicting Future Semantic Locations.


Дополнительное описание: Learning from our Movements - The Mobility Data Analytics Era.- Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection.- Nowcasting Unemployment Rates with Smartphone GPS data.- Online long-term trajector


Advances in Data Mining: Applications and Theoretical Aspects

Автор: Petra Perner
Название: Advances in Data Mining: Applications and Theoretical Aspects
ISBN: 3319089757 ISBN-13(EAN): 9783319089751
Издательство: Springer
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Цена: 44720.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 14th Industrial Conference on Advances in Data Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014.

X-Space Reconstruction with Lissajous Trajectories in Magnetic Particle Imaging

Автор: Griese Florian
Название: X-Space Reconstruction with Lissajous Trajectories in Magnetic Particle Imaging
ISBN: 3945954142 ISBN-13(EAN): 9783945954140
Издательство: Неизвестно
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Цена: 64370.00 T
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Cognitive Social Mining Applications in Data Analytics and Forensics

Автор: Anandakumar Haldorai, Arulmurugan Ramu
Название: Cognitive Social Mining Applications in Data Analytics and Forensics
ISBN: 1522575227 ISBN-13(EAN): 9781522575221
Издательство: Mare Nostrum (Eurospan)
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Цена: 189420.00 T
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Описание: Recently, there has been a rapid increase in interest regarding social network analysis in the data mining community. Cognitive radios are expected to play a major role in meeting this exploding traffic demand on social networks due to their ability to sense the environment, analyze outdoor parameters, and then make decisions for dynamic time, frequency, space, resource allocation, and management to improve the utilization of mining the social data.Cognitive Social Mining Applications in Data Analytics and Forensics is an essential reference source that reviews cognitive radio concepts and examines their applications to social mining using a machine learning approach so that an adaptive and intelligent mining is achieved. Featuring research on topics such as data mining, real-time ubiquitous social mining services, and cognitive computing, this book is ideally designed for social network analysts, researchers, academicians, and industry professionals.

Emotion, Personality and Cultural Aspects in Crowds

Автор: Migon Favaretto, Rodolfo, Raupp Musse
Название: Emotion, Personality and Cultural Aspects in Crowds
ISBN: 303022077X ISBN-13(EAN): 9783030220778
Издательство: Springer
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Цена: 93160.00 T
Наличие на складе: Поставка под заказ.
Описание: This practically-focused book presents a computational model for detection and analysis of pedestrian features in crowds from video sequences. The study of human behavior is a subject of great scientific interest and probably an inexhaustible source of research. The analysis of pedestrians and groups in crowds is relevant in several areas of application, such as security, entertainment, environmental and public spaces planning and social sciences.

Cultural and personality aspects are attributes that can influence personal behavior and affect the group in which individuals belong. In this sense, we consider different ways of characterizing individuals and groups in crowds with respect to their relationship with the geometrical space and time. We discuss and describe an approach to extract and analyse, from the Computer Science point of view, emotions, personalities and cultural aspects from crowds and groups of pedestrians, using Computer Vision techniques.

Extracting characteristics from real pedestrians and crowds, benefits other areas, such as: architecture and design (planning spaces to maximize pedestrian and group-environment fit); security and surveillance (design of evacuation plans considering characteristics of the crowds and detection of abnormal events); entertainment (more realistic crowds in movies and games reproducing characteristics from real pedestrians and crowds); social sciences (understanding of human behavior), among others. A big challenge in this area of research is the comparison with real life data. In this book, we successfully compared the results of the proposed approach with Psychology literature, where several studies aimed to analysis human behavior.


Human-Robot Interaction: An Introduction

Автор: Christoph Bartneck, Tony Belpaeme, Friederike Eyssel, Takayuki Kanda, Merel Keijsers, Selma Sabanovic
Название: Human-Robot Interaction: An Introduction
ISBN: 1108735401 ISBN-13(EAN): 9781108735407
Издательство: Cambridge Academ
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Цена: 52790.00 T
Наличие на складе: Невозможна поставка.
Описание: The role of robots in society keeps expanding and diversifying, from manufacturing, to vacuuming, to companionship. This broad overview designed for graduate courses introduces the full range of multidisciplinary topics from robotics, artificial intelligence, psychology, sociology, ethics, and design that are central to modern research in the area.

Advances in Data Mining: Applications and Theoretical Aspects

Автор: Petra Perner
Название: Advances in Data Mining: Applications and Theoretical Aspects
ISBN: 3642397352 ISBN-13(EAN): 9783642397356
Издательство: Springer
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Цена: 42860.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 13th Industrial Conference on Data Mining, ICDM 2013, held in New York, NY, in July 2013.

Theoretical Aspects of Computing – ICTAC 2019

Автор: Robert Mark Hierons; Mohamed Mosbah
Название: Theoretical Aspects of Computing – ICTAC 2019
ISBN: 3030325040 ISBN-13(EAN): 9783030325046
Издательство: Springer
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Цена: 61480.00 T
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Описание: This book constitutes the refereed proceedings of the 16th International Colloquium on Theoretical Aspects of Computing, ICTAC 2019, held in Hammamet, Tunisia, in October/November 2019.The 17 revised full papers presented together with 2 keynote papers and 1 industrial paper were carefully reviewed and selected from 138 submissions.The papers are grouped in topical sections on models and transition systems; real-time and temporal logics; verification and concurrency; privacy and security; equations, types, and programming languages.

Algorithmic Aspects of Machine Learning

Автор: Moitra Ankur
Название: Algorithmic Aspects of Machine Learning
ISBN: 1316636003 ISBN-13(EAN): 9781316636008
Издательство: Cambridge Academ
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Цена: 35910.00 T
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Описание: Machine learning is reshaping our everyday life. This book explores the theoretical underpinnings in an accessible way, offering theoretical computer scientists an introduction to important models and problems and offering machine learning researchers a cutting-edge algorithmic toolkit.

Algorithmic aspects of machine learning

Автор: Moitra, Ankur (massachusetts Institute Of Technology)
Название: Algorithmic aspects of machine learning
ISBN: 1107184584 ISBN-13(EAN): 9781107184589
Издательство: Cambridge Academ
Рейтинг:
Цена: 70750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Machine learning is reshaping our everyday life. This book explores the theoretical underpinnings in an accessible way, offering theoretical computer scientists an introduction to important models and problems and offering machine learning researchers a cutting-edge algorithmic toolkit.

Advances in Data Mining. Applications and Theoretical Aspects

Автор: Petra Perner
Название: Advances in Data Mining. Applications and Theoretical Aspects
ISBN: 3642030661 ISBN-13(EAN): 9783642030666
Издательство: Springer
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Цена: 81050.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The topics range from theoretical aspects of data mining to app- cations of data mining, such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society.


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