Machine learning

In the past few years, everyday life for most has changed substantially, from the amount of labor or thinking a job requires to how one unwinds on their free time. These changes are only possible due to the advancements in technology and the great minds behind them. Technology has advanced further in the past 20 years than people even thought possible, these advancements were joked about in cartoons and fantasized in comics. What is even more impressive is the fact that we are advancing almost…

Artificial intelligence can be an extremely beneficial and efficient method of performing simple tasks or the most difficult of tasks. Artificial intelligence can severely reduce the workload of America. Every day, they are becoming more and more integrated into our daily life. There are hints of artificial intelligence present in some of the common applications that you may see or use every day, such as a smartphone. Although there are many benefits of artificial intelligence, it has its…

1.1 Special Characteristics of VANET VANETs are specially characterized by special distinct features [8], listed as below. 1.1.1 High Dynamic Topology VANET have high mobile topology [8]. The communication joins between nodes changes quickly. Correspondence between two nodes stays for less time. For instance if two vehicles moving far from each other with a velocity of 25m/sec and if the transmission reach is around 250m, then the connection will last for just 5 seconds ( 250m/50ms-1). So this…

English 101 Essay # 2 10-6-17 Rachel Hockenberry Swarm Intelligence The meaning of swarm is well known and is used to describe a group in movement. Picture a swarm of bees flying together. Intelligence is the ability to acquire and apply knowledge. (Wikipedia) Swarm intelligence is a collective behavior of decentralized, self -organized systems, natural or artificial. (Wikipedia) When I think of swarm intelligence “the no I in team” saying comes to mind. Basically, you can get more done…

Swarm behavior is one of the main characteristics of different colonies of social insects (bees, wasps, ants, termites). This type of behavior is first and foremost characterized by autonomy, distributed functioning and self-organizing. Swarm Intelligence, SI, is considered to be the area of Artificial Intelligence that is based on studying actions of individuals in various decentralized systems~\cite{bonabeau1999}. However, there is still today big discrepancy between two schools of thought in…

The topic that is discussed is Artificial Intelligence, Artificial Intelligence (AI) is the science of mimicking human intelligence using computers. AI as a science, “surprisingly, tasks which we find hard, computers find easy and vice versa. Trying to understand why this might be is the scientific side of AI - it is the attempt to understand our own intelligence. In this way, AI cooperates with other sciences like psychology, and philosophy of mind, which tries to understand what it means to be…

Max GladeCS228 Written ReportFor my final project I decided to expand my KNN-Learner to be able to recognizemovement and gestures that occur over time. I started off working with the ASLalphabet but came to the conclusion that not many signs are dynamic, so I trained myKNN classifier to recognize RSTC (Recreational Scuba Training Council) hand signalswhich mostly require hand movement. On top of requiring the ability to track movementthe KNN classifier and my code needed to be able to handle…

Introduction Business Intelligence is a technology that is used to gather,store,access and analyzing data to help business users in making better decisions on the other hand Artificial Intelligence is a way to make a computer,a computer-controlled robot,or a software that think intelligently like humans.Artificial Intelligence is based on the study that how human thinks,learn,decide and work in order to resolve an issue and then using the outcome of this study as a basis of developing…

A. Mumford-Shah segmentation functional Mumford and Shah proposed this segmentation method based on a variational platform. Let Ω certainly be a bounded open amount of region R in addition to u_0 is preliminary image data. Segmentation of this kind of image into homogeneous items is completed via the search for a pair of components (u, K), where K is a number of contours, and u is usually a piecewise smooth approximation of u_0.The minimization of an energy functional (u, K) in a way that u…

Divide and Conquer Strategies: Divide and conquer is an algorithm which design paradigm based on multi-branched recursion. This designed paradigm consists of following phases: 1) Break the problem (divide): Breaking the problem into several sub-problems that are smaller in size. 2) Solve the sub problem(conquer) : Solve the sub-problem recursively . 3) Combine the solutions (Merge): Combine solutions to subproblems to create a solution to the original problem. This technique is the basis of…