A genetic algorithm in data mining is an advanced method of data classification. Data classification incorporates two steps, i.e. learning step and the classification step. The classification model is constructed in the learning step, and in the classification step, the model predicts the output for the provided input. A genetic algorithm is based on the basic principle of … [Read more...] about Genetic Algorithm in Data Mining
Neural Network in Data Mining
The neural network in data mining is a classification method that takes the input, trains itself to recognize the pattern of input data and predicts the output for new input of a similar kind. Neural network forms the basis of deep learning, a subfield of machine learning that comes under artificial intelligence. Designing neural network algorithms is inspired by the … [Read more...] about Neural Network in Data Mining
Data Flow Design
Data flow design is a way to represent the architectural design of the software. It expresses the input-process-output of the software. The designs start with creating the data flow diagram, and later we transform the diagram into a structure chart. The data flow diagram represents the data flow and data transformation within the software. However, the structure chart … [Read more...] about Data Flow Design
Open Source Software Development
Open-source software development is a method of developing open-source software that is publicly accessible. Well, open-source software is distributed along with its source code. Thus the source code is available to all, with its original rights. The open-source software comes with a license that allows the other programmers to add patches to the source code or change or fix … [Read more...] about Open Source Software Development
Agile Development Model
The agile development model is a process model that decides what will be the plan of action to develop software. Here ‘Agile’ means ‘move quickly’. Now a day’s market condition changes frequently and the need of the customer evolves day by day. In order to cope with these rapid changes, the developer must approach an engineering practice that would allow them to remain … [Read more...] about Agile Development Model
Software Robustness
Software robustness is a quality check that reveals how much software is tolerant to faults. No software can proclaim to be faultless, every software has some or the other fault. But in your day to day life whenever you use software, you are never worried about its malfunction or about the correctness of the result provided by the software. This is because software is … [Read more...] about Software Robustness
Data Structure Design
The data structure design is a method that starts with the specification of the program (what the program does) and leads to the detailed program design expressed in the form of pseudo-code. This method is variably referred to as the 'Michael Jackson program design method' after the name of its inventor 'Michael Jackson'. Sometimes, we refer to it as 'Jackson Structured … [Read more...] about Data Structure Design
Scheduling in Operating System
Scheduling in operating system is the process of selecting a process from a ready queue. And allotting CPU to this process for execution. The operating system schedules the processes in such a way that the CPU doesn't sit idle. And keeps processing some or the other process. Scheduling is an important part of an operating system. As perfect scheduling increases the … [Read more...] about Scheduling in Operating System
Process in Operating System
A process in operating system is a program that is currently in the execution phase. The operating system maintains a table that has an entry of each process in the system. This entry has information about the particular process. In this context, we will discuss the operating system's process. Along with process types, its life cycle, its states and the associated … [Read more...] about Process in Operating System
System Call in Operating System
A system call is a function used by the user program to request the operating system's services. System call creates an interface that helps user programmers to communicate with the operating system to request its services. System calls are always executed in the kernel mode of the operating system. In this context, we will be discussing the system call, and how to invoke … [Read more...] about System Call in Operating System