SAX is an event-based XML parser that handles XML documents as a stream. Unlike DOM parsers, SAX parsers do not build an in-memory tree representation. Instead, as it reads the XML tags and elements, it triggers callback methods in a handler class provided by the application. These callbacks provide information about the XML elements, attributes, and text being parsed. SAX is useful for parsing large XML documents as it has a lower memory footprint than DOM parsers.
Some features that make it well-suited for data transfer:
It's simultaneously human- and machine-readable format;
It has support for Unicode, allowing almost any information in any human language to be communicated;
The self-documenting format that describes structure and field names as well as specific values;
The strict syntax and parsing requirements that allow the necessary parsing algorithms to remain simple, efficient, and consistent;
The ability to represent the most general computer science data structures: records, lists and trees.
Some features that make it well-suited for data transfer:
It's simultaneously human- and machine-readable format;
It has support for Unicode, allowing almost any information in any human language to be communicated;
The self-documenting format that describes structure and field names as well as specific values;
The strict syntax and parsing requirements that allow the necessary parsing algorithms to remain simple, efficient, and consistent;
The ability to represent the most general computer science data structures: records, lists and trees.
Tool Development 05 - XML Schema, INI, JSON, YAMLNick Pruehs
Chapter 05 of the lecture Tool Development taught at SAE Institute Hamburg.
Introduction to XML serialization in .NET, XML Schema and Schema validation in .NET, as well as other common text file formats.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Tool Development 05 - XML Schema, INI, JSON, YAMLNick Pruehs
Chapter 05 of the lecture Tool Development taught at SAE Institute Hamburg.
Introduction to XML serialization in .NET, XML Schema and Schema validation in .NET, as well as other common text file formats.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
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Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Water billing management system project report.pdfKamal Acharya
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The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
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Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
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In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
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Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
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The Internet of Things (IoT) is a revolutionary concept that connects everyday objects and devices to the internet, enabling them to communicate, collect, and exchange data. Imagine a world where your refrigerator notifies you when you’re running low on groceries, or streetlights adjust their brightness based on traffic patterns – that’s the power of IoT. In essence, IoT transforms ordinary objects into smart, interconnected devices, creating a network of endless possibilities.
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2. • SAX (the Simple API for XML) is an event-based parser for xml
documents.
• Unlike a DOM parser, a SAX parser creates no parse tree.
• SAX is a streaming interface for XML, which means that
applications using SAX receive event notifications about the
XML document being processed an element, and attribute, at
a time in sequential order starting at the top of the
document, and ending with the closing of the ROOT element.
• The application program provides an "event" handler that
must be registered with the parser
• As the tokens are identified, callback methods in the handler
are invoked with the relevant information
3. SAX Interfaces
• void startDocument() - Called at the beginning of a
document.
• void endDocument() - Called at the end of a document.
• void startElement(String uri, String localName, String
qName, Attributes atts) - Called at the beginning of an
element.
• void endElement(String uri, String localName,String
qName) - Called at the end of an element.
• void characters(char[] ch, int start, int length) - Called when
character data is encountered.
• void ignorableWhitespace( char[] ch, int start, int length) -
Called when a DTD is present and ignorable whitespace is
encountered.
4. • void setDocumentLocator(Locator locator)) -
Provides a Locator that can be used to identify
positions in the document.
• void skippedEntity(String name) - Called when an
unresolved entity is encountered.
• void startPrefixMapping(String prefix, String uri) -
Called when a new namespace mapping is defined.
• void endPrefixMapping(String prefix) - Called when
a namespace definition ends its scope
5. Attribute Interface
This interface specifies methods for processing
the attributes connected to an element.
• int getLength() - Returns number of
attributes.
• String getQName(int index)
• String getValue(int index)
• String getValue(String qname)
6. How to print the xml
elements(nodes) as ordered list
13. Output will be
Roll No : 393
First Name: dinkar
Last Name: kad
Nick Name: dinkar
Marks: 85
End Element :student
Roll No : 493
First Name: Vaneet
Last Name: Gupta
Nick Name: vinni
Marks: 95
End Element :student
Roll No : 593
First Name: jasvir
Last Name: singn
Nick Name: jazz
Marks: 90
End Element :student
14. XSLT
• In order to understand and style an XML
document, World Wide Web Consortium
(W3C) developed XSL which can act as XML
based Stylesheet Language. An XSL document
specifies how a browser should render an XML
document.
• XSLT − used to transform XML document into
various other types of document.
17. STEPS
Step 1: Create XSLT document
Create an XSLT document to meet the above requirements, name it as
students.xsl and save it in the same location where students.xml lies.
19. Step 2: Link the XSLT Document to
the XML Document
• Update student.xml document with the
following xml-stylesheet tag. Set href value to
students.xsl
• <?xml version = "1.0"?>
• <?xml-stylesheet type = "text/xsl" href =
"students.xsl"?>
• <class> ... </class>
20. Step 3: View the XML Document in Internet
Explorer