Project name: Application of Kruskals algorithm
a presentation based on the revised Makaut/Wbut syllabus
for students who studies mathematics or data structure,graph theory
This the slide stack for the two videos on Data types in my YouTube series on JavaScript. The videos are at https://www.youtube.com/watch?v=UAtJXkGggOU and https://www.youtube.com/watch?v=H2sjsGZyYaw
Time, Schedules, and Resources in Artificial Intelligence.pptxkitsenthilkumarcse
In the context of artificial intelligence (AI), time and scheduling resources are crucial aspects that pertain to the allocation and management of time-related tasks and resources for achieving goals or solving problems. Here's a description of time and schedules resources in AI:
Time Management in AI: Time management in AI refers to the efficient allocation of time for AI systems to perform tasks, make decisions, and execute actions. It involves the coordination of various processes to ensure timely execution and goal attainment. Effective time management is essential in domains where real-time decisions or quick responses are required, such as autonomous systems, robotics, and financial trading.
Scheduling Resources: Scheduling resources in AI involves assigning tasks or actions to available resources within a specific time frame. This is common in scenarios where multiple tasks need to be prioritized and scheduled for execution. Scheduling algorithms and techniques are used to optimize resource allocation based on criteria such as task deadlines, resource availability, and resource capabilities.
Real-Time Systems: Real-time AI systems, including autonomous vehicles, industrial automation, and gaming, rely on precise time management. These systems must make decisions and take actions within strict time constraints to ensure safety and performance.
Time-Series Data Analysis: In AI, the analysis of time-series data is crucial for various applications. This includes predicting future events based on historical data, identifying trends, and making time-sensitive decisions. Time-series forecasting techniques are used to model and analyze temporal data.
Resource Allocation: Resource allocation in AI planning involves assigning limited resources, such as computational resources, to various tasks or actions in an efficient and cost-effective manner. This is common in project scheduling, production planning, and optimizing resource utilization.
Task Synchronization: In multi-agent AI systems or distributed computing environments, task synchronization is critical to coordinate the actions of different agents or components to achieve a common goal. This ensures that tasks are executed in the correct order and at the right time.
Temporal Reasoning: Temporal reasoning in AI focuses on representing and reasoning about events and their temporal relationships. It enables AI systems to understand the order of events, temporal constraints, and causality, which is crucial in various domains, including natural language processing and intelligent decision-making.
Optimization and Planning: AI systems often use scheduling and time management as part of optimization and planning processes. This can include optimizing delivery routes, scheduling manufacturing processes, or planning resource allocation for a project.
Project name: Application of Kruskals algorithm
a presentation based on the revised Makaut/Wbut syllabus
for students who studies mathematics or data structure,graph theory
This the slide stack for the two videos on Data types in my YouTube series on JavaScript. The videos are at https://www.youtube.com/watch?v=UAtJXkGggOU and https://www.youtube.com/watch?v=H2sjsGZyYaw
Time, Schedules, and Resources in Artificial Intelligence.pptxkitsenthilkumarcse
In the context of artificial intelligence (AI), time and scheduling resources are crucial aspects that pertain to the allocation and management of time-related tasks and resources for achieving goals or solving problems. Here's a description of time and schedules resources in AI:
Time Management in AI: Time management in AI refers to the efficient allocation of time for AI systems to perform tasks, make decisions, and execute actions. It involves the coordination of various processes to ensure timely execution and goal attainment. Effective time management is essential in domains where real-time decisions or quick responses are required, such as autonomous systems, robotics, and financial trading.
Scheduling Resources: Scheduling resources in AI involves assigning tasks or actions to available resources within a specific time frame. This is common in scenarios where multiple tasks need to be prioritized and scheduled for execution. Scheduling algorithms and techniques are used to optimize resource allocation based on criteria such as task deadlines, resource availability, and resource capabilities.
Real-Time Systems: Real-time AI systems, including autonomous vehicles, industrial automation, and gaming, rely on precise time management. These systems must make decisions and take actions within strict time constraints to ensure safety and performance.
Time-Series Data Analysis: In AI, the analysis of time-series data is crucial for various applications. This includes predicting future events based on historical data, identifying trends, and making time-sensitive decisions. Time-series forecasting techniques are used to model and analyze temporal data.
Resource Allocation: Resource allocation in AI planning involves assigning limited resources, such as computational resources, to various tasks or actions in an efficient and cost-effective manner. This is common in project scheduling, production planning, and optimizing resource utilization.
Task Synchronization: In multi-agent AI systems or distributed computing environments, task synchronization is critical to coordinate the actions of different agents or components to achieve a common goal. This ensures that tasks are executed in the correct order and at the right time.
Temporal Reasoning: Temporal reasoning in AI focuses on representing and reasoning about events and their temporal relationships. It enables AI systems to understand the order of events, temporal constraints, and causality, which is crucial in various domains, including natural language processing and intelligent decision-making.
Optimization and Planning: AI systems often use scheduling and time management as part of optimization and planning processes. This can include optimizing delivery routes, scheduling manufacturing processes, or planning resource allocation for a project.
BackTracking Algorithm: Technique and ExamplesFahim Ferdous
This slides gives a strong overview of backtracking algorithm. How it came and general approaches of the techniques. Also some well-known problem and solution of backtracking algorithm.
One of the main reasons for the popularity of Dijkstra's Algorithm is that it is one of the most important and useful algorithms available for generating (exact) optimal solutions to a large class of shortest path problems. The point being that this class of problems is extremely important theoretically, practically, as well as educationally.
Artificial Intelligence Short Question and AnswerNaiyan Noor
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving.
OpenGL Mini Projects With Source Code [ Computer Graphics ] WITH SOURCE CODES
Paid OpenGL projects • Here’s about 30+ OpenGL GLUT projects. • Price $5 • Easy Payment methods: For Bangladesh and other Countries .
If you are interested to get these projects, just mail the project name along with your name, and institute name. I’ll Contact You As Soon As Possible .
EMAIL:- k4nc80n@gmail.com
FACEBOOK:- https://www.facebook.com/k4nc80n
Source Code :- k4nc80n@gmail.com
For more Project :-
EMAIL:- k4nc80n@gmail.com
FACEBOOK:- https://www.facebook.com/k4nc80n
INSTAGRAM:- https://www.instagram.com/k4nc80n
TWITTER:- https://www.twitter.com/K4NC80N
C is a high-level and general-purpose programming language that is ideal for developing firmware or portable applications.
Originally intended for writing system software, C was developed at Bell Labs by Dennis Ritchie for the Unix Operating System in the early 1970s.
BackTracking Algorithm: Technique and ExamplesFahim Ferdous
This slides gives a strong overview of backtracking algorithm. How it came and general approaches of the techniques. Also some well-known problem and solution of backtracking algorithm.
One of the main reasons for the popularity of Dijkstra's Algorithm is that it is one of the most important and useful algorithms available for generating (exact) optimal solutions to a large class of shortest path problems. The point being that this class of problems is extremely important theoretically, practically, as well as educationally.
Artificial Intelligence Short Question and AnswerNaiyan Noor
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving.
OpenGL Mini Projects With Source Code [ Computer Graphics ] WITH SOURCE CODES
Paid OpenGL projects • Here’s about 30+ OpenGL GLUT projects. • Price $5 • Easy Payment methods: For Bangladesh and other Countries .
If you are interested to get these projects, just mail the project name along with your name, and institute name. I’ll Contact You As Soon As Possible .
EMAIL:- k4nc80n@gmail.com
FACEBOOK:- https://www.facebook.com/k4nc80n
Source Code :- k4nc80n@gmail.com
For more Project :-
EMAIL:- k4nc80n@gmail.com
FACEBOOK:- https://www.facebook.com/k4nc80n
INSTAGRAM:- https://www.instagram.com/k4nc80n
TWITTER:- https://www.twitter.com/K4NC80N
C is a high-level and general-purpose programming language that is ideal for developing firmware or portable applications.
Originally intended for writing system software, C was developed at Bell Labs by Dennis Ritchie for the Unix Operating System in the early 1970s.
This template was created for DSCE, Aeronautical students. You have to replace the institution details.
Create a separate document for each chapter, so that under numbering, you can change the sequence of chapter main heading according to chapter wise. i.e., 2.1, 2.2 etc.
Same procedure is applicable to Figure caption and Table caption.
This template can be used to generate, BE seminar report, M.Tech and Ph.D thesis also.
This template is created to assist UG students in generating their thesis without much hassle.
Contents are taken from VTU website. I don’t hold any copyright for this document.
Hareesha N G
Assistant Professor
DSCE, Bengaluru
Development of machine allocation & Route Recommendation).pptxTsheringDorji73
This is the project entitled 'Development of Machine allocation and route recommendation". bonafied work carried by the final year mining students from Acharya Institute of Technology
What -IoT
Why - IoT
Why - IoT
IoT is enabling Technology to ML, DL, AI and Data Science
Applications
IoT Product Development – Entrepreneurs
Research Gap
Online Tools
Linux commands working with file contents:
head, tail, cat, tac, more, less and strings, more file
attributes: hard links, symbolic links, fins, umask
and inodes The Linux file tree: the root directory, binary
directories, configuration directories, data
directories, Commands and arguments: $PATH,
echo, ls, env
Discussed on
Introduction to Linux: Linux history,
distributions, licensing, Linux commands: man
pages, commands working with directories,
absolute and relative paths
commands working with files: file, touch, rm, cp,
mv and rename, general purpose utilities: cal,
date, script, who, tty, pwd, ps, uname
Discussed about
An overview – Object basics – Object state and properties – Behavior – Methods – Messages –
Information hiding – Class hierarchy – Relationships – Associations – Aggregations- Identity –
Dynamic binding – Persistence – Metaclasses – Object oriented system development life cycle.
Discussed about:
A Short History of Business Models
The Business Model Canvas
Who is the Business Model for
Models
Funding an IoT Start-up
Lean Start-ups
Discussed about the following topics: A Web Security Forensic Lesson
Web Languages
Introduction to different web attacks
overview of n-tier web applications
Web servers
Apache
IIS
Database Servers
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Forklift Classes Overview by Intella PartsIntella Parts
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.
For more technical information, visit our website https://intellaparts.com
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
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.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
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.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
3. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• JavaScript was introduced in 1995 to add programs to web
pages.
• JavaScript is used in more traditional websites to provide
various forms of interactivity and cleverness.
• The script should be included in an HTML document for
the code to be interpreted by the browser.
• It means that a web page need not be a static HTML,
• but can include programs that interact with the user,
control the browser, and dynamically create HTML
content.
Overview of Java script
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
3
4. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• Script should place within the <script>... </script> HTML
tags in a web page.
• Can place any where but, recommended that you should
keep it within the <head> tags.
Java script-Example
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
4
5. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• we call a function document.write which writes a string
into our HTML document.
• his function can be used to write text, HTML, or both.
• JavaScript is a case-sensitive language.
Java script-Example
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
5
6. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• we call a function document.write which writes a string
into our HTML document.
• his function can be used to write text, HTML, or both.
• JavaScript is a case-sensitive language.
Java script-Example-Comments
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
6
9. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• JavaScript allows you to work with three
primitive data types
– Numbers, eg. 123, 120.50 etc.
– Strings of text e.g. "This text string" etc.
– Boolean e.g. true or false.
• JavaScript also defines two trivial data types, null
and undefined, each of which defines only a
single value.
• Object- Composite data type
Primitives
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
9
10. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• Variables- will be declared with var.
• While naming your variables in JavaScript, keep
the following rules in mind.
• You should not use any of the JavaScript reserved
keywords as a variable name.
• JavaScript variable names should not start with a
numeral (0-9).
• JavaScript variable names are case-sensitive.
• Scope
• Untyped
Primitives
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
10
11. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
▪ In an expression a+b, a and b are operands and +
is an operator.
▪ JavaScript supports the following types of
operators.
▪ Arithmetic Operators
▪ Comparison Operators
▪ Logical (or Relational) Operators
▪ Assignment Operators
▪ Conditional (or ternary) Operators
Operations
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
11
12. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• + (Addition)
– A+B
• - (Subtraction)
– A-B
• * (Multiplication)
– A*B
• / (Division)
– A/B
• % (Modolus)
– A%B
• ++ (Increment)
– A++
• -- (Decrement)
– A--
Operations-Arithmetic operations
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
12
13. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• = = (Equal)
– (A == B)
• != (Not Equal)
– (A != B)
• > (Greater than)
– (A > B)
• < (Less than)
– (A < B)
• >= (Greater than or Equal to)
– (A >= B)
• <= (Less than or Equal to)
– (A <= B)
Operations-Comparison operations
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
13
15. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• = (Simple Assignment )
– Ex: C = A + B will assign the value of A + B into C
• += (Add and Assignment)
– Ex: C += A is equivalent to C = C + A
• *= (Multiply and Assignment)
– Ex: C *= A is equivalent to C = C * A
• /= (Divide and Assignment)
– Ex: C /= A is equivalent to C = C / A
Operations-Assignment operators
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
15
17. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• In an expression a+b, a and b are operands and +
is an operator.
• Expression is a Combination of operators and
operands.
▪ JavaScript supports the following types of
Expressions.
▪ Arithmetic Expressions
▪ Comparison Expressions
▪ Logical (or Relational) Expressions
▪ Assignment Expressions
▪ Conditional (or ternary) Expressions
Expressions
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
17
26. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• Function is a group of reusable code, can call
anywhere in program.
• Used to break big problem into small units
• No need to write the same code again and again.
Functions
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
26
29. Audisankara
College
of
Engineering
and
Technology(A)::Gudur,AP.
Department of CSE
• It is a sequence of characters used to search a
pattern.
• Search pattern can be used for text search and text
replace.
• It can be a single character or more characters
• Ex: /csea/
• It uses a string methods called search() and
replace().
• Search-return the position
• replace-return the modified string
Regular expressions
11/8/2021
Dr. Vikram Neerugatti, Associate Professor,
Dept. of CSE, ASCET, Guduru.
29