USE OF ADAPTIVE COLOURED PETRI NETWORK IN SUPPORT OF DECISIONMAKINGcsandit
This work presents the use of Adaptive Coloured Petri Net (ACPN) in support of decision
making. ACPN is an extension of the Coloured Petri Net (CPN) that allows you to change the
network topology. Usually, experts in a particular field can establish a set of rules for the
proper functioning of a business or even a manufacturing process. On the other hand, it is
possible that the same specialist has difficulty in incorporating this set of rules into a CPN that
describes and follows the operation of the enterprise and, at the same time, adheres to the rules
of good performance. To incorporate the rules of the expert into a CPN, the set of rules from the
IF - THEN format to the extended adaptive decision table format is transformed into a set of
rules that are dynamically incorporated to APN. The contribution of this paper is the use of
ACPN to establish a method that allows the use of proven procedures in one area of knowledge
(decision tables) in another area of knowledge (Petri nets and Workflows), making possible the
adaptation of techniques and paving the way for new kind of analysis.
Integration of function on non standard formLily Maryati
This presentation explains how to integrate functions which do not fall into standard form. The presentation is taken from Introducing Pure Mathematics - OXFORD
Data Science - Part IX - Support Vector MachineDerek Kane
This lecture provides an overview of Support Vector Machines in a more relatable and accessible manner. We will go through some methods of calibration and diagnostics of SVM and then apply the technique to accurately detect breast cancer within a dataset.
Principles and patterns of object oriented design. answering the most common questions faced when designing a system, e.g., how to model the domain? how to prepare the code for modification? how to handle an object's life cycle?
How can you deal with Fuzzy Logic. Fuzzy logic is a form of many-valued logic; it deals with reasoning that is approximate rather than fixed and exact. In contrast with traditional logic theory, where binary sets have two-valued logic: true or false, fuzzy logic variables may have a truth value that ranges in degree
between 0 and 1
USE OF ADAPTIVE COLOURED PETRI NETWORK IN SUPPORT OF DECISIONMAKINGcsandit
This work presents the use of Adaptive Coloured Petri Net (ACPN) in support of decision
making. ACPN is an extension of the Coloured Petri Net (CPN) that allows you to change the
network topology. Usually, experts in a particular field can establish a set of rules for the
proper functioning of a business or even a manufacturing process. On the other hand, it is
possible that the same specialist has difficulty in incorporating this set of rules into a CPN that
describes and follows the operation of the enterprise and, at the same time, adheres to the rules
of good performance. To incorporate the rules of the expert into a CPN, the set of rules from the
IF - THEN format to the extended adaptive decision table format is transformed into a set of
rules that are dynamically incorporated to APN. The contribution of this paper is the use of
ACPN to establish a method that allows the use of proven procedures in one area of knowledge
(decision tables) in another area of knowledge (Petri nets and Workflows), making possible the
adaptation of techniques and paving the way for new kind of analysis.
Integration of function on non standard formLily Maryati
This presentation explains how to integrate functions which do not fall into standard form. The presentation is taken from Introducing Pure Mathematics - OXFORD
Data Science - Part IX - Support Vector MachineDerek Kane
This lecture provides an overview of Support Vector Machines in a more relatable and accessible manner. We will go through some methods of calibration and diagnostics of SVM and then apply the technique to accurately detect breast cancer within a dataset.
Principles and patterns of object oriented design. answering the most common questions faced when designing a system, e.g., how to model the domain? how to prepare the code for modification? how to handle an object's life cycle?
How can you deal with Fuzzy Logic. Fuzzy logic is a form of many-valued logic; it deals with reasoning that is approximate rather than fixed and exact. In contrast with traditional logic theory, where binary sets have two-valued logic: true or false, fuzzy logic variables may have a truth value that ranges in degree
between 0 and 1
Illustrate general good design principles in software engineering such as low coupling, high cohesion, modularity, abstraction, separation of interface and implementation. With examples.
Output Privacy Protection With Pattern-Based Heuristic Algorithmijcsit
Privacy Preserving Data Mining(PPDM) is an ongoing research area aimed at bridging the gap between
the collaborative data mining and data confidentiality There are many different approaches which have
been adopted for PPDM, of them the rule hiding approach is used in this article. This approach ensures
output privacy that prevent the mined patterns(itemsets) from malicious inference problems. An efficient
algorithm named as Pattern-based Maxcover Algorithm is proposed with experimental results. This
algorithm minimizes the dissimilarity between the source and the released database; Moreover the
patterns protected cannot be retrieved from the released database by an adversary or counterpart even
with an arbitrarily low support threshold.
THE IMPLICATION OF STATISTICAL ANALYSIS AND FEATURE ENGINEERING FOR MODEL BUI...ijcseit
Scrutiny for presage is the era of advance statistics where accuracy matter the most. Commensurate
between algorithms with statistical implementation provides better consequence in terms of accurate
prediction by using data sets. Prolific usage of algorithms lead towards the simplification of mathematical
models, which provide less manual calculations. Presage is the essence of data science and machine
learning requisitions that impart control over situations. Implementation of any dogmas require proper
feature extraction which helps in the proper model building that assist in precision. This paper is
predominantly based on different statistical analysis which includes correlation significance and proper
categorical data distribution using feature engineering technique that unravel accuracy of different models
of machine learning algorithms.
THE IMPLICATION OF STATISTICAL ANALYSIS AND FEATURE ENGINEERING FOR MODEL BUI...IJCSES Journal
Scrutiny for presage is the era of advance statistics where accuracy matter the most. Commensurate between algorithms with statistical implementation provides better consequence in terms of accurate prediction by using data sets. Prolific usage of algorithms lead towards the simplification of mathematical models, which provide less manual calculations. Presage is the essence of data science and machine learning requisitions that impart control over situations. Implementation of any dogmas require proper feature extraction which helps in the proper model building that assist in precision. This paper is predominantly based on different statistical analysis which includes correlation significance and proper categorical data distribution using feature engineering technique that unravel accuracy of different models of machine learning algorithms.
'Premature optimisation is the root of all evil', Donald Knuth told us in 1974. He was talking about the perceived trade-off between optimising performance and keeping code readable and maintainable. And we all know that we shouldn't even try optimising anything without measuring if there's an actual bottleneck in our product first. Or do we?
Making something faster, even at the micro-level, doesn't always mean that readability suffers. There are a lot of improvements that make code both more readable and better-performing, turning what might be called premature optimisation into just another healthy refactoring. And although some developers like to label almost all forms of optimisation as premature, this depends on a lot of factors, and designing for performance might actually be important for the product you are building. Let us also not forget that optimising, even prematurely, can be a lot of fun!
In this workshop we take a look at examples of optimisations that make sense to both the reader and the end-user of code. We also let ourselves go and prematurely optimise the heck out of some (C++ and Python) code, so make sure to bring your laptop if you have one!
AI Genie Review: World’s First Open AI WordPress Website CreatorGoogle
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(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
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Transform Your Communication with Cloud-Based IVR SolutionsTheSMSPoint
Discover the power of Cloud-Based IVR Solutions to streamline communication processes. Embrace scalability and cost-efficiency while enhancing customer experiences with features like automated call routing and voice recognition. Accessible from anywhere, these solutions integrate seamlessly with existing systems, providing real-time analytics for continuous improvement. Revolutionize your communication strategy today with Cloud-Based IVR Solutions. Learn more at: https://thesmspoint.com/channel/cloud-telephony
Zoom is a comprehensive platform designed to connect individuals and teams efficiently. With its user-friendly interface and powerful features, Zoom has become a go-to solution for virtual communication and collaboration. It offers a range of tools, including virtual meetings, team chat, VoIP phone systems, online whiteboards, and AI companions, to streamline workflows and enhance productivity.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
AI Pilot Review: The World’s First Virtual Assistant Marketing SuiteGoogle
AI Pilot Review: The World’s First Virtual Assistant Marketing Suite
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https://sumonreview.com/ai-pilot-review/
AI Pilot Review: Key Features
✅Deploy AI expert bots in Any Niche With Just A Click
✅With one keyword, generate complete funnels, websites, landing pages, and more.
✅More than 85 AI features are included in the AI pilot.
✅No setup or configuration; use your voice (like Siri) to do whatever you want.
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See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
Launch Your Streaming Platforms in MinutesRoshan Dwivedi
The claim of launching a streaming platform in minutes might be a bit of an exaggeration, but there are services that can significantly streamline the process. Here's a breakdown:
Pros of Speedy Streaming Platform Launch Services:
No coding required: These services often use drag-and-drop interfaces or pre-built templates, eliminating the need for programming knowledge.
Faster setup: Compared to building from scratch, these platforms can get you up and running much quicker.
All-in-one solutions: Many services offer features like content management systems (CMS), video players, and monetization tools, reducing the need for multiple integrations.
Things to Consider:
Limited customization: These platforms may offer less flexibility in design and functionality compared to custom-built solutions.
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Features: Carefully evaluate which features are included and if they meet your specific needs (e.g., live streaming, subscription options).
Examples of Services for Launching Streaming Platforms:
Muvi [muvi com]
Uscreen [usencreen tv]
Alternatives to Consider:
Existing Streaming platforms: Platforms like YouTube or Twitch might be suitable for basic streaming needs, though monetization options might be limited.
Custom Development: While more time-consuming, custom development offers the most control and flexibility for your platform.
Overall, launching a streaming platform in minutes might not be entirely realistic, but these services can significantly speed up the process compared to building from scratch. Carefully consider your needs and budget when choosing the best option for you.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
E-commerce Application Development Company.pdfHornet Dynamics
Your business can reach new heights with our assistance as we design solutions that are specifically appropriate for your goals and vision. Our eCommerce application solutions can digitally coordinate all retail operations processes to meet the demands of the marketplace while maintaining business continuity.
Introducing Crescat - Event Management Software for Venues, Festivals and Eve...Crescat
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GraphSummit Paris - The art of the possible with Graph TechnologyNeo4j
Sudhir Hasbe, Chief Product Officer, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Mobile App Development Company In Noida | Drona InfotechDrona Infotech
Looking for a reliable mobile app development company in Noida? Look no further than Drona Infotech. We specialize in creating customized apps for your business needs.
Visit Us For : https://www.dronainfotech.com/mobile-application-development/
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
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2. PARADIGMS
A paradigm is a theory or a group of ideas about how something
should be done, made, or thought about.
3. FOOD SHORTAGE
: Enacting some laws to provide food to the hungry people
: Offer some money/food to help those hungry people
: Preach to them to work and make livings for themselves or appeal to
rich people to donate food to the hungry people
5. PROGRAMMING PARADIGM
DEFINITION
A programming paradigm is a way of conceptualizing what it means
to perform computation, and how tasks that are to be carried out on
a computer should be structured and organized
8. IMPERATIVE (ALGORITHMIC)
PARADIGM
Programming with an explicit sequence of commands that update
state
int num = 15; // num holds 15 at this point
int counter = 0; // counter holds 0 at this point
while(counter < 10) {
num = num + 1; // Modifying data in num
counter = counter + 1; // Modifying data in counter
}
// num holds 25 at this point
9. PROCEDURAL PARADIGM
Similar to the imperative paradigm with one difference: it combines
multiple commands in a unit called a procedure
Increases reusability of algorithms
void addTen(int num) {
int counter = 0;
while(counter < 10) {
num = num + 1; // Modifying data in num
counter = counter + 1; // Modifying data in counter
}
// num has been incremented by 10
}
/*************************************Client Code******************************************************/
int x = 15; // x holds 15 at this point
addTen(x); // Call addTen procedure that will increment x by 10
// x holds 25 at this point
11. FUNCTIONAL (APPLICATIVE)
PARADIGM
Programming with function calls that avoid any global state.
values are immutable
int add(x, n) {
if (n == 0) {
return x;
}
else {
return 1 + add(x, n-1); // Apply add function recursively
}
}
add(15, 10); // Results in 25
12. LOGIC PARADIGM
Programming by specifying a set of facts and rules. An engine infers the answers
to questions.(Rule-based)
Programming by specifying a set of constraints. An engine finds the values that
meet the constraints.
In the logic paradigm, a program consists of a set of axioms and a goal
statement. The set of axioms is the collection of facts and inference rules that
make up a theory
PersonNationality = {{John, American}, {Li, Chinese}, {Ravi, Indian}}
/***********************************client code***************************************************/
PersonNationality(?, Chinese)
13. OBJECT ORIENTED PARADIGM
A very powerful paradigm for modeling real-world
phenomena in a computational model
14. CLASS
public class Person {
private String name, gender;
public Person(String initialName, String initialGender) {
name = initialName;
gender = initialGender;
}
public String getName() {
return name;
}
public void setName(String newName) {
name = newName;
}
public String getGender() {
return gender;
}
}
17. 1. ABSTRACTION
Abstraction is a way to perform decomposition of a problem by focusing on
relevant details and ignoring the irrelevant details about it in a particular
context:
Procedural abstraction
Data abstraction
18. PROCEDURAL ABSTRACTION
: We seek generality by allowing the
same mechanism to be adapted to many different contexts by
providing it with information on that context
: We ignore the implementation details,
and agree to treat as acceptable any implementation that adheres to
the specification
19. ABSTRACTION BY
PARAMETERIZATION
Rather than independently creating separate methods for Males and
Females, we may create a method that is called
CountPopulationOfSex that takes a parameter that specifies the sex
of interest
20. ABSTRACTION BY SPECIFICATION
public static int getRangeSum(int lowerLimit, int
upperLimit) {
int sum = 0;
int counter = lowerLimit;
while(counter <= upperLimit) {
sum = sum + counter;
counter = counter + 1;
}
return sum;
}
public static int getRangeSum(int lowerLimit, int
upperLimit) {
int n = upperLimit - lowerLimit + 1;
int sum = n * (2 * lowerLimit + (n-1))/2;
return sum;
}
21. DATA ABSTRACTION
Data abstraction lets programmers create a new data type called an
abstract data type (ADT)
public class Person {
private String[] data = new String[2];
public Person(String initialName, String initialGender) {
data[0] = initialName;
data[1] = initialGender;
}
public String getName() {
return data[0];
}
public void setName(String newName) {
data[0] = newName;
}
public String getGender() {
return data[1];
}
}
public class Person {
private String name, gender;
public Person(String initialName, String initialGender) {
name = initialName;
gender = initialGender;
}
public String getName() {
return name;
}
public void setName(String newName) {
name = newName;
}
public String getGender() {
return gender;
}
}
22. 2. ENCAPSULATION AND
INFORMATION HIDINGEncapsulation is simply the bundling of items together into one entity.
Information hiding is the process of hiding implementation details that
are likely to change.
23. ENCAPSULATION, ABSTRACTION, AND
INFORMATION HIDING ARE THREE
SEPARATE CONCEPTS
is only concerned about which item should be hidden. What
should (not) be hidden (or ignored) is the concern of abstraction.
is bundling of data and operations on the data into an
entity called a class and is not concerned with whether the items that are
bundled in an entity are hidden from other modules in the application or
not.
is concerned with how an
item is hidden
24. 3. INHERITANCE
The inheritance mechanism lets you define a new abstraction by extending
an existing abstraction
Inheritance allows you to use varying degrees of abstraction at different
levels of hierarchy
Inheritance is also used as a technique to implement polymorphism
26. MULTIPLE INHERITANCE PROBLEM
Name ambiguity
Inherited, different features can have the same name
Same feature may be inherited several times
Impact on substitutability
Parent constructor calling in diamond problem
Ambiguity in calling method has override in supper classes but
not in descendent class
Overriding a method that has been inherited from several
supper classes
Increase Complexity
Editor's Notes
Programming Language may provide features that make it suitable for programming using one programming paradigm and not the other.
Programs has two component: 1) data 2) algorithms
An algorithms is set of steps that operates on data to arrive a solution to a problem.
Control flow in imperative programming is explicit: commands show how the computation takes place, step by step. Each step affects the global state of the computation
FORTRAN, COBOL, and C
C, C++, Java, and COBOL
In the imperative paradigm, we are concerned about the “how” part of the problem. In the declarative paradigm, we are concerned about the “what” part of the problem
In functional programming, control flow is expressed by combining function calls, rather than by assigning values to variables
based on the concept of mathematical functions
In functional programming, a repeated task is performed using recursion
Haskell, Erlang, and Scala
The primary task of the programmer is to describe the problem as closely as possible
Prolog
Hiding internal details and showing functionality is known as abstraction