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A collection of articles for learning the basic of Neural networks 

The basic concepts of neural networks taking a do it by yourself approach. More specifically the students will learn how a neural network is a structured as a collection of perceptron forming multiple layers.  These systems can be trained using backpropagation and gradient descent techniques. Neural network examples will be implemented in python without the need of particular libraries. 

https://aaidm.buas.nl/?page_id=87

We define Artificial Intelligence (in short AI) as the theory and development of computer systems able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.

Artificial Intelligence Applications

Perceprons are the basic building block of neural networks. In short, they are algorithms for supervised learning of binary classifiers. A binary classifier is a function which can decide whether or not an input, represented by a vector of numbers, belongs to some specific class What is a Perceptron

Image recognition is a classical example where neural networks are used; in particular they learn to identify images that contain dogs by analyzing example images that have been manually categorized (labelled) as “dog” or “no dog”. Once the system “learn” the difference it can be used for identifying dogs in other images. The Basic of a Neural Network

Gradient descent is a first-order iterative optimization algorithm for finding a local minimum of a differentiable function. To find a local minimum of a function using gradient descent, we take steps proportional to the negative of the gradient (or approximate gradient) of the function at the current point. Gradient Descent and Cost Functions

In machine learning, backpropagation is a widely used algorithm in training feedforward neural networks for supervised learning. Generalizations of backpropagation exist for other artificial neural networks, and for functions generally – a class of algorithms referred to generically as “backpropagation”. Back-Propagation

More on Back-propagation and practical aspects of AI

Genetic Algorithms is a technique for optimizing a particular model that is inspired by biological evolution theories. When we design a neural network we usually make a lot of assumption on its characteristics such as, for example, type of activation of the neurons, hidden layers, type of connections, way of back-propagate the feedback etc. As these aspects could be considered features of a particular network, a genetic algorithm approach could help in finding the optimal configuration of these parameters.

Publish Your Thesis in your University Library

This is a short preview of the article: Publish Your Thesis in your University Library Your thesis has been successfully defended. What do to next? What about publish your thesis? The information that I am going to share are specific for my university. However, each university follow similar rules and procedure. Therefore, I will

If you like it consider checking out the full version of the post at: Publish Your Thesis in your University Library

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags:

The Hashtags of the Categories are: #Thesis

Publish Your Thesis in your University Library is available at the following link: https://francescolelli.info/thesis/publish-your-thesis-in-your-university-library/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Publish Your Thesis in your University Library

It belong to the following categories: Thesis

The most relevant keywords are:

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

Publish Your Thesis in your University Library Your thesis has been successfully defended. What do to next? What about publish your thesis? The information that I am going to share are specific for my university. However, each university follow similar rules and procedure. Therefore, I will

Hope you will find it interesting and that it will help you in your journey

Client Side Estimation of a Remote Service Execution

This is a short preview of the article: Client Side Estimation of a Remote Service Execution Is it possible to achieve a Client Side Estimation of a Remote Service Execution? Abstract: Many use cases, concerning the monitoring and controlling of real physical instruments, demand deep interaction between users and services that

If you like it consider checking out the full version of the post at: Client Side Estimation of a Remote Service Execution

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #CloudServices, #Grid, #QoS, #QualityOfService, #ResponseTime

The Hashtags of the Categories are: #InternetofThings, #Programming, #Publication, #Research, #SoftwareEngineering

Client Side Estimation of a Remote Service Execution is available at the following link: https://francescolelli.info/publication/client-side-estimation-of-a-remote-service-execution/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Client Side Estimation of a Remote Service Execution

It belong to the following categories: Internet of Things, Programming, Publication, Research, Software Engineering

The most relevant keywords are: Cloud Services, Grid, QoS, Quality of Service, Response Time

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

Client Side Estimation of a Remote Service Execution Is it possible to achieve a Client Side Estimation of a Remote Service Execution? Abstract: Many use cases, concerning the monitoring and controlling of real physical instruments, demand deep interaction between users and services that

Hope you will find it interesting and that it will help you in your journey

Human and Smart Device Interaction: Help Wanted

This is a short preview of the article: The topic of human and smart device interaction touches everybody in their everyday life. Why do you like a particular smart device? Why do you choose that particular object? Human-Smart Device Interaction: click on the image and take the survey! At a first look these questions look

If you like it consider checking out the full version of the post at: Human and Smart Device Interaction: Help Wanted

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #AI, #BigData, #HCI, #IoT, #Psycology, #Relationship, #SmartDevice, #SmartDevices, #Survey

The Hashtags of the Categories are: #Generic, #InternetofThings, #Research

Human and Smart Device Interaction: Help Wanted is available at the following link: https://francescolelli.info/research/human-and-smart-device-interaction-help-wanted/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Human and Smart Device Interaction: Help Wanted

It belong to the following categories: Generic, Internet of Things, Research

The most relevant keywords are: AI, Big Data, HCI, IoT, psycology, relationship, smart device, smart devices, survey

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

The topic of human and smart device interaction touches everybody in their everyday life. Why do you like a particular smart device? Why do you choose that particular object? Human-Smart Device Interaction: click on the image and take the survey! At a first look these questions look

Hope you will find it interesting and that it will help you in your journey

How to write clean code by Uncle Bob (Robert Cecil Martin)

This is a short preview of the article: This is a collection of videos by Uncle Bob (Robert Cecil Martin) on how to write clean code. He is an American software engineer, instructor, and best-selling author. He developed several software design principles and co-founded the Agile Manifesto. There is more to object oriented

If you like it consider checking out the full version of the post at: How to write clean code by Uncle Bob (Robert Cecil Martin)

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #Agile, #CodeBestPractices, #CommentsInCode, #ProjectManagement, #RobertMartin, #SoftwareArchitecture, #UncleBob

The Hashtags of the Categories are: #Programming, #SoftwareEngineering, #Tutorial

How to write clean code by Uncle Bob (Robert Cecil Martin) is available at the following link: https://francescolelli.info/tutorial/how-to-write-clean-code-by-uncle-bob-robert-cecil-martin/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: How to write clean code by Uncle Bob (Robert Cecil Martin)

It belong to the following categories: Programming, Software Engineering, Tutorial

The most relevant keywords are: agile, code best practices, comments in code, project management, Robert Martin, software architecture, Uncle Bob

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

This is a collection of videos by Uncle Bob (Robert Cecil Martin) on how to write clean code. He is an American software engineer, instructor, and best-selling author. He developed several software design principles and co-founded the Agile Manifesto. There is more to object oriented

Hope you will find it interesting and that it will help you in your journey

A Survey of Social Software Engineering

This is a short preview of the article: A Survey of Social Software Engineering Abstract: Software engineering is a complex sociotechnical activity, due to the need for discussing and sharing knowledge among team members. This has raised the need for effective ways of sharing ideas, knowledge, and artifacts among groups and their

If you like it consider checking out the full version of the post at: A Survey of Social Software Engineering

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #CollaborativeTools, #SocialSoftwareEngineering, #SoftwareEngineering, #SurveyPaper

The Hashtags of the Categories are: #Publication, #SoftwareEngineering

A Survey of Social Software Engineering is available at the following link: https://francescolelli.info/publication/a-survey-of-social-software-engineering/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: A Survey of Social Software Engineering

It belong to the following categories: Publication, Software Engineering

The most relevant keywords are: collaborative tools, Social software engineering, software engineering, Survey Paper

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

A Survey of Social Software Engineering Abstract: Software engineering is a complex sociotechnical activity, due to the need for discussing and sharing knowledge among team members. This has raised the need for effective ways of sharing ideas, knowledge, and artifacts among groups and their

Hope you will find it interesting and that it will help you in your journey

On Scientific Writing: Classic, Postmodern, and Self-Conscious Style

This is a short preview of the article: Let’s talk about scientific writing. The need to master this skill in a thesis or a scientific paper is pretty much self-explanatory. Mastering writing is mastering an effective technique for communicating what you would like to share with your supervisor(s), all the people involved in your

If you like it consider checking out the full version of the post at: On Scientific Writing: Classic, Postmodern, and Self-Conscious Style

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #Classic, #Postmodern, #ScientificResearch, #ScientificWriting, #Writing, #WritingStyle

The Hashtags of the Categories are: #Generic, #Tutorial

On Scientific Writing: Classic, Postmodern, and Self-Conscious Style is available at the following link: https://francescolelli.info/tutorial/on-scientific-writing-classic-postmodern-and-self-conscious-style/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: On Scientific Writing: Classic, Postmodern, and Self-Conscious Style

It belong to the following categories: Generic, Tutorial

The most relevant keywords are: Classic, Postmodern, scientific research, scientific writing, writing, writing style

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

Let’s talk about scientific writing. The need to master this skill in a thesis or a scientific paper is pretty much self-explanatory. Mastering writing is mastering an effective technique for communicating what you would like to share with your supervisor(s), all the people involved in your

Hope you will find it interesting and that it will help you in your journey

Improving the performance of XML based technologies by caching and reusing information

This is a short preview of the article: Improving the performance of XML based technologies by caching and reusing information. Is it possible? Improving the performance of XML based technologies by caching and reusing information Abstract: The growing synergy between Web Services and Grid or cloud based technologies is enabling

If you like it consider checking out the full version of the post at: Improving the performance of XML based technologies by caching and reusing information

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #3TierArchitecture, #CloudServices, #RPC, #ServiceOrientedArchitecture, #SOA, #WebService

The Hashtags of the Categories are: #InternetofThings, #Programming, #Publication, #Research, #SoftwareEngineering

Improving the performance of XML based technologies by caching and reusing information is available at the following link: https://francescolelli.info/publication/improving-the-performance-of-xml-based-technologies-by-caching-and-reusing-information/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Improving the performance of XML based technologies by caching and reusing information

It belong to the following categories: Internet of Things, Programming, Publication, Research, Software Engineering

The most relevant keywords are: 3 tier architecture, Cloud Services, RPC, Service Oriented Architecture, SOA, web service

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

Improving the performance of XML based technologies by caching and reusing information. Is it possible? Improving the performance of XML based technologies by caching and reusing information Abstract: The growing synergy between Web Services and Grid or cloud based technologies is enabling

Hope you will find it interesting and that it will help you in your journey

Introduction to Databases and How We Store Information in Computers

This article is just a small introduction to databases that hopefully will help you in getting familiar with the topic. It is deliberately simple and intends to provide an overview of the domain. A database is an organized collection of data, generally stored and accessed electronically from

Check out the full version of the post at: https://francescolelli.info/tutorial/introduction-to-databases-and-how-we-store-information-in-computers/ You will find more information about that as part as a collection of articles about Information Management, Computer Science, Economics, Finance and More.

Title: Introduction to Databases and How We Store Information in Computers

This article can be categorized as follow: Programming, Tutorial

Relevant keywords includes: Databases, Flat Databases, Introduction, non-relational databases, relational databases, SQL, SQL Databases

Tags as hashtags #Databases, #FlatDatabases, #Introduction, #NonRelationalDatabases, #RelationalDatabases, #SQL, #SQLDatabases

categories as hashtags #Programming, #Tutorial

Published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and more

Announce: This article is just a small introduction to databases that hopefully will help you in getting familiar with the topic. It is deliberately simple and intends to provide an overview of the domain. A database is an organized collection of data, generally stored and accessed electronically from

RawExcerpt: This article is just a small introduction to databases that hopefully will help you in getting familiar with the topic. It is deliberately simple and intends to provide an overview of the domain. A database is an organized collection of data, generally stored and accessed electronically from a computer system. The databases that are more…

Your Thesis and Help: Where to Get It When You Need It?

This is a short preview of the article: In this post, I would like to summarize a set of resources that could be useful for your thesis and help you in moving forward. Let’s face it, your supervisor at the university is probably the one that will do the heavy lifting in helping you, but he/she cannot be your coach, your psychologist,

If you like it consider checking out the full version of the post at: Your Thesis and Help: Where to Get It When You Need It?

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #Data, #Datasets, #Offices, #Support, #Thesis

The Hashtags of the Categories are: #Research, #Thesis, #Tutorial

Your Thesis and Help: Where to Get It When You Need It? is available at the following link: https://francescolelli.info/thesis/your-thesis-and-help-where-to-get-it-when-you-need-it/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Your Thesis and Help: Where to Get It When You Need It?

It belong to the following categories: Research, Thesis, Tutorial

The most relevant keywords are: data, datasets, offices, support, thesis

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

In this post, I would like to summarize a set of resources that could be useful for your thesis and help you in moving forward. Let’s face it, your supervisor at the university is probably the one that will do the heavy lifting in helping you, but he/she cannot be your coach, your psychologist,

Hope you will find it interesting and that it will help you in your journey

On Understanding the Dynamics that Drive a Company: Value Chain and System Dynamics

This is a short preview of the article: In this article, we will be understanding the dynamics that drive a company. In particular, I will introduce two different types of models for investigating these dynamics: the Value Chain ad System Dynamics. The first concept is particularly handy when you are seeking to design continuous small

If you like it consider checking out the full version of the post at: On Understanding the Dynamics that Drive a Company: Value Chain and System Dynamics

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #Company, #Dynamics, #Feedback, #Firm, #Flow, #HumanResourcesManagement, #InboundLogistics, #Infrastructure, #MarketingAndSales, #Operations, #OutboundLogistics, #Porter, #Procurement, #Service, #Stock, #SystemDynamics, #TableFunction, #TechnologicalDevelopment, #TimeDelay, #ValueChain

The Hashtags of the Categories are: #BPI, #Economics

On Understanding the Dynamics that Drive a Company: Value Chain and System Dynamics is available at the following link: https://francescolelli.info/bpi/on-understanding-the-dynamics-that-drive-a-company-value-chain-and-system-dynamics/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: On Understanding the Dynamics that Drive a Company: Value Chain and System Dynamics

It belong to the following categories: BPI, Economics

The most relevant keywords are: company, dynamics, Feedback, firm, Flow, Human resources management, Inbound logistics, Infrastructure, Marketing and sales, Operations, Outbound logistics, Porter, Procurement, Service, Stock, System Dynamics, Table function, Technological development, Time delay, value chain

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

In this article, we will be understanding the dynamics that drive a company. In particular, I will introduce two different types of models for investigating these dynamics: the Value Chain ad System Dynamics. The first concept is particularly handy when you are seeking to design continuous small

Hope you will find it interesting and that it will help you in your journey

The Art and the Skill of Speaking and Making a Presentation

This is a short preview of the article: The skill of speaking and making a presentation is both an art form and a skill that can be learned. However, the second part, i.e. learning how to speak, is more important than the first (the art form, which seems to imply you have an innate talent for speaking). The good news is that like any

If you like it consider checking out the full version of the post at: The Art and the Skill of Speaking and Making a Presentation

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #HowToSpeak, #Presentation, #PublicPresentation, #Talk, #Tips

The Hashtags of the Categories are: #Thesis

The Art and the Skill of Speaking and Making a Presentation is available at the following link: https://francescolelli.info/thesis/the-art-and-the-skill-of-speaking-and-making-a-presentation/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: The Art and the Skill of Speaking and Making a Presentation

It belong to the following categories: Thesis

The most relevant keywords are: how to speak, presentation, public presentation, talk, tips

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

The skill of speaking and making a presentation is both an art form and a skill that can be learned. However, the second part, i.e. learning how to speak, is more important than the first (the art form, which seems to imply you have an innate talent for speaking). The good news is that like any

Hope you will find it interesting and that it will help you in your journey

Introduction to Computer Networks and How Internet Works

This is a short preview of the article: In this article I would like to provide a (small) introduction to computer networks and the necessary infrastructure for them to operate well. In a nutshell, it is all about connecting client applications to servers. A server is a computer or a computer program which manages access to a

If you like it consider checking out the full version of the post at: Introduction to Computer Networks and How Internet Works

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #ApplicationServer, #Extranet, #Firewall, #Internet, #Intranet, #IP, #LAN, #LocalAreaNetwork, #Packets, #Proxy, #Router, #TCPIP, #UDPIP, #URL, #WebServer, #WebService

The Hashtags of the Categories are: #Generic, #Tutorial

Introduction to Computer Networks and How Internet Works is available at the following link: https://francescolelli.info/tutorial/introduction-to-computer-networks-and-how-internet-works/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Introduction to Computer Networks and How Internet Works

It belong to the following categories: Generic, Tutorial

The most relevant keywords are: application server, extranet, Firewall, internet, intranet, IP, LAN, Local Area Network, Packets, Proxy, Router, TCP/IP, UDP/IP, URL, web server, web service

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

In this article I would like to provide a (small) introduction to computer networks and the necessary infrastructure for them to operate well. In a nutshell, it is all about connecting client applications to servers. A server is a computer or a computer program which manages access to a

Hope you will find it interesting and that it will help you in your journey

Issue in Automatic Combination of Cloud Services

This is a short preview of the article: Abstract of Issue in Automatic Combination of Cloud Services Current cloud service description languages envision the ability to automatically combine cloud service offerings across multiple abstraction layers, i.e. software, platform, and infrastructure service offerings, to achieve a common

If you like it consider checking out the full version of the post at: Issue in Automatic Combination of Cloud Services

If you are looking for ideas for tweet or re-blog this post you may want to consider the following hashtags:

Hashtags: #CloudComputing, #CloudServices, #Composition, #RDF, #Service, #WebService

The Hashtags of the Categories are: #CloudComputing, #InternetofThings, #Publication

Issue in Automatic Combination of Cloud Services is available at the following link: https://francescolelli.info/publication/issue-in-automatic-combination-of-cloud-services/ You will find more information, stories, examples, data, opinions and scientific papers as part of a collection of articles about Information Management, Computer Science, Economics, Finance and More.

The title of the full article is: Issue in Automatic Combination of Cloud Services

It belong to the following categories: Cloud Computing, Internet of Things, Publication

The most relevant keywords are: Cloud Computing, Cloud Services, Composition, RDF, Service, web service

It has been published by Francesco Lelli at Francesco Lelli a blog about Information Management, Computer Science, Finance, Economics and nearby ideas and opinions

Abstract of Issue in Automatic Combination of Cloud Services Current cloud service description languages envision the ability to automatically combine cloud service offerings across multiple abstraction layers, i.e. software, platform, and infrastructure service offerings, to achieve a common

Hope you will find it interesting and that it will help you in your journey