Marco Gori – författare

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13 produkter

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13 produkter

Web Dragons
Inside the Myths of Search Engine Technology
AvTeresa Numerico,Marco Gorim. fl.
E-bok
PDF, Engelska, 2010
407 kr
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Web Dragons offers a perspective on the world of Web search and the effects of search engines and information availability on the present and future world.In the blink of an eye since the turn of the millennium, the lives of people who work with information have been utterly transformed. Everything we need to know is on the web. It''s where we learn and play, shop and do business, keep up with old friends and meet new ones. Search engines make it possible for us to find the stuff we need to know. Search engines — web dragons — are the portals through which we access society''s treasure trove of information. How do they stack up against librarians, the gatekeepers over centuries past? What role will libraries play in a world whose information is ruled by the web? How is the web organized? Who controls its contents, and how do they do it? How do search engines work? How can web visibility be exploited by those who want to sell us their wares? What''s coming tomorrow, and can we influence it?As we witness the dawn of a new era, this book shows readers what it will look like and how it will change their world. Whoever you are: if you care about information, this book will open your eyes and make you blink.- Presents a critical view of the idea of funneling information access through a small handful of gateways and the notion of a centralized index--and the problems that may cause- Provides promising approaches for addressing the problems, such as the personalization of web services- Presented by authorities in the field of digital libraries, web history, machine learning, and web and data mining- Find more information at the author''s site: webdragons.net
Machine Learning
A Constraint-Based Approach
AvMarco Gori
E-bok
Engelska, 2017
1 090 kr
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Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines.The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic knowledge bases as a collection of constraints, the book draws a path towards a deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, like in fuzzy systems. A special attention is reserved to deep learning, which nicely fits the constrained- based approach followed in this book.This book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, and includes many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included.- Presents fundamental machine learning concepts, such as neural networks and kernel machines in a unified manner- Provides in-depth coverage of unsupervised and semi-supervised learning- Includes a software simulator for kernel machines and learning from constraints that also includes exercises to facilitate learning- Contains 250 solved examples and exercises chosen particularly for their progression of difficulty from simple to complex
Web Dragons
Inside the Myths of Search Engine Technology
AvIan H. Witten,Marco Gorim. fl.
Häftad, Engelska, 2006
391 kr
Skickas inom 10-15 vardagar
Web Dragons offers a perspective on the world of Web search and the effects of search engines and information availability on the present and future world.In the blink of an eye since the turn of the millennium, the lives of people who work with information have been utterly transformed. Everything we need to know is on the web. It's where we learn and play, shop and do business, keep up with old friends and meet new ones. Search engines make it possible for us to find the stuff we need to know. Search engines — web dragons — are the portals through which we access society's treasure trove of information. How do they stack up against librarians, the gatekeepers over centuries past? What role will libraries play in a world whose information is ruled by the web? How is the web organized? Who controls its contents, and how do they do it? How do search engines work? How can web visibility be exploited by those who want to sell us their wares? What's coming tomorrow, and can we influence it?As we witness the dawn of a new era, this book shows readers what it will look like and how it will change their world. Whoever you are: if you care about information, this book will open your eyes and make you blink.
Machine Learning
A Constraint-Based Approach
AvMarco Gori,Alessandro Bettim. fl.
Häftad, Engelska, 2023
1 066 kr
Kommande
Machine Learning: A Constraint-Based Approach, Second Edition provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that include neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. It draws a path towards deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, such as in fuzzy systems. Special attention is given to deep learning, which nicely fits the constrained-based approach followed in this book.The book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, including many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included. Presents, in a unified manner, fundamental machine learning concepts, such as neural networks and kernel machines Provides in-depth coverage of unsupervised and semi-supervised learning, with new content in hot growth areas such as deep learning Includes a software simulator for kernel machines and learning from constraints that also covers exercises to facilitate learning Contains hundreds of solved examples and exercises chosen particularly for their progression of difficulty from simple to complex Supported by a free, downloadable companion book designed to facilitate students' acquisition of experimental skills
Machine Learning
A Constraint-Based Approach
AvStefano Melacci,Alessandro Bettim. fl.
E-bok
Engelska, 2023
1 164 kr
Läs direkt efter köp
Machine Learning: A Constraint-Based Approach, Second Edition provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that include neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. It draws a path towards deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, such as in fuzzy systems. Special attention is given to deep learning, which nicely fits the constrained-based approach followed in this book.The book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, including many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included.- Presents, in a unified manner, fundamental machine learning concepts, such as neural networks and kernel machines- Provides in-depth coverage of unsupervised and semi-supervised learning, with new content in hot growth areas such as deep learning- Includes a software simulator for kernel machines and learning from constraints that also covers exercises to facilitate learning- Contains hundreds of solved examples and exercises chosen particularly for their progression of difficulty from simple to complex- Supported by a free, downloadable companion book designed to facilitate students'' acquisition of experimental skills
Deep Learning to See
Towards New Foundations of Computer Vision
AvAlessandro Betti,Marco Gorim. fl.
Häftad, Engelska, 2022
671 kr
Skickas inom 10-15 vardagar
The remarkable progress in computer vision over the last few years is, by and large, attributed to deep learning, fueled by the availability of huge sets of labeled data, and paired with the explosive growth of the GPU paradigm. While subscribing to this view, this work criticizes the supposed scientific progress in the field, and proposes the investigation of vision within the framework of information-based laws of nature.This work poses fundamental questions about vision that remain far from understood, leading the reader on a journey populated by novel challenges resonating with the foundations of machine learning. The central thesis proposed is that for a deeper understanding of visual computational processes, it is necessary to look beyond the applications of general purpose machine learning algorithms, and focus instead on appropriate learning theories that take into account the spatiotemporal nature of the visual signal.Serving to inspire and stimulate critical reflection and discussion, yet requiring no prior advanced technical knowledge, the text can naturally be paired with classic textbooks on computer vision to better frame the current state of the art, open problems, and novel potential solutions. As such, it will be of great benefit to graduate and advanced undergraduate students in computer science, computational neuroscience, physics, and other related disciplines.
Deep Learning to See
Towards New Foundations of Computer Vision
AvStefano Melacci,Marco Gorim. fl.
E-bok
Engelska, 2022
870 kr
Läs direkt efter köp
The remarkable progress in computer vision over the last few years is, by and large, attributed to deep learning, fueled by the availability of huge sets of labeled data, and paired with the explosive growth of the GPU paradigm. While subscribing to this view, this work criticizes the supposed scientific progress in the field, and proposes the investigation of vision within the framework of information-based laws of nature.
This work poses fundamental questions about vision that remain far from understood, leading the reader on a journey populated by novel challenges resonating with the foundations of machine learning. The central thesis proposed is that for a deeper understanding of visual computational processes, it is necessary to look beyond the applications of general purpose machine learning algorithms, and focus instead on appropriate learning theories that take into account the spatiotemporal nature of the visual signal.
Serving to inspire and stimulate critical reflection and discussion, yet requiring no prior advanced technical knowledge, the text can naturally be paired with classic textbooks on computer vision to better frame the current state of the art, open problems, and novel potential solutions. As such, it will be of great benefit to graduate and advanced undergraduate students in computer science, computational neuroscience, physics, and other related disciplines.
Nyhet
Del 3001 - Communications in Computer and Information Science
Artificial Life and Evolutionary Computation
19th Italian Workshop, WIVACE 2025, Siena, Italy, September 3–5, 2025, Proceedings
AvMonica Bianchini,Marco Gorim. fl.
Häftad, Engelska, 2026
875 kr
Skickas inom 10-15 vardagar
This book constitutes the proceedings of the 19th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2025, which took place in Siena, Italy, during September 3-5, 2025.The 14 full papers included in these proceedings were carefully reviewed and selected from 21 submissions. They were organized in the following topical sections: Artificial life for environment management; AILife: Artificial Intelligence in Life Sciences; Going deep in the origin and diversity of life; and ALife in complex environments.
Nyhet
Artificial Life and Evolutionary Computation
19th Italian Workshop, WIVACE 2025, Siena, Italy, September 3-5, 2025, Proceedings
AvMarco Maggini,Marco Gorim. fl.
E-bok
Engelska, 2026
1 067 kr
Läs direkt efter köp
This book constitutes the proceedings of the 19th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2025, which took place in Siena, Italy, during September 3-5, 2025.The 14 full papers included in these proceedings were carefully reviewed and selected from 21 submissions. They were organized in the following topical sections: Artificial life for environment management; AILife: Artificial Intelligence in Life Sciences; Going deep in the origin and diversity of life; and ALife in complex environments.
Del 10037 - Lecture Notes in Computer Science
AI*IA 2016 Advances in Artificial Intelligence
XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 – December 1, 2016, Proceedings
AvGiovanni Adorni,Stefano Cagnonim. fl.
Häftad, Engelska, 2016
577 kr
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This book constitutes the refereed proceedings of the 15th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2016, held in Genova, Italy, in November/December 2016. The 39 full papers presented were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on optimization and evolutionary algorithms; classification, pattern recognition, and computer vision; multi-agent systems; machine learning; semantic web and description logics; natural language processing; planning and scheduling; and formal verification.
AI*IA 2016 Advances in Artificial Intelligence
XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 – December 1, 2016, Proceedings
AvMarco Maratea,Marco Gorim. fl.
E-bok
Engelska, 2016
732 kr
Läs direkt efter köp
This book constitutes the refereed proceedings of the 15th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2016, held in Genova, Italy, in November/December 2016.
The 39 full papers presented were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on optimization and evolutionary algorithms; classification, pattern recognition, and computer vision; multi-agent systems; machine learning; semantic web and description logics; natural language processing; planning and scheduling; and formal verification.
Topics in Artificial Intelligence
Fourth Congress of the Italian Association for Artificial Intelligence, AI*IA '95, Florence, Italy, October 11 - 13, 1995. Proceedings
AvMarco Gori,Giovanni Soda
Häftad, Engelska, 1995
577 kr
Skickas inom 10-15 vardagar
This book presents the refereed proceedings of the 4th Congress of the Italian Association for Artificial Intelligence, AI*IA '95, held in Florence, Italy, in October 1995.The 31 revised full papers and the 12 short presentations contained in the volume were selected from a total of 101 submissions on the basis of a careful reviewing process. The papers are organized in sections on natural language processing, fuzzy systems, machine learning, knowledge representation, automated reasoning, cognitive models, robotics and planning, connectionist models, model-based reasoning, and distributed artificial intelligence.
Adaptive Processing of Sequences and Data Structures
International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures
AvC.Lee Giles,Marco Gori
Häftad, Engelska, 1998
577 kr
Skickas inom 10-15 vardagar
This book is devoted to adaptive processing of structured information similar to flexible and intelligent information processing by humans - in contrast to merely sequential processing of predominantly symbolic information within a deterministic framework. Adaptive information processing allows for a mixture of sequential and parallel processing of symbolic as well as subsymbolic information within deterministic and probabilistic frameworks.The book originates from a summer school held in September 1997 and thus is ideally suited for advanced courses on adaptive information processing and advanced learning techniques or for self-instruction. Research and design professionals active in the area of neural information processing will find it a valuable state-of-the-art survey.

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Marco Gori – författare

Web Dragons

Machine Learning

Web Dragons

Machine Learning

Machine Learning

Deep Learning to See

Deep Learning to See

Artificial Life and Evolutionary Computation

Artificial Life and Evolutionary Computation

AI*IA 2016 Advances in Artificial Intelligence

AI*IA 2016 Advances in Artificial Intelligence

Topics in Artificial Intelligence

Adaptive Processing of Sequences and Data Structures

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