many practical situations, considering the fact that security personnel should act quickly if something seems to be “unusual”. Anomalous is a problem which is not fitting into a familiar type, classification or pattern. HOS (Histogram of Oriented Swarm) is used for detecting and localizing anomalous events in videos of crowded scenes. HOS together with the HOG (Histogram of Oriented Gradient) are combined to give a descriptor that helps to effectively characterize each scene. The occurrences of gradient
Attack Using Feature Reduction Based on Support Vector Machine and Glowworm Optimization Abstract— The swarm intelligence plays vital role in feature reduction process in cyber-attack detection. The family of swarm intelligence gives bucket of algorithm for the processing of feature reduction such as ant colony optimization, particle swarm optimization and many more. In family of swarm new algorithm is called glowworm optimization algorithm based on the concept of luciferin. The luciferin collects
ABSTRACT Artificial Intelligence has many domains Swarm Intelligence being one of them.Swarm Intelligence deals with study of actions of individuals in various decentralised systems.The Bee Colony Optimisation (BCO) metaheuristic has been introduced real recently as a new division of Swarm Intelligence.Artificial bees in the algorithms implemented represent agents which collaboratively solve optimization problems.It is a rising field for researchers in the field of optimization problems because
Dear Greensboro Swarm and the Charlotte Hornets, I am applying for the Communication internship position. I am enthusiastic about the opportunity working for your organization. I became aware of the opportunity online and also through my professors at High Point University. The position requires expertise in writing, computer and communication skills and a passion for sports. My academic programs emphasized sports communication and management. Through my courses and Sports Link at High Point
carrying capacity, the population size decreases as the environment can’t sustain the entire population and the “fittest” survive. 2) The two mechanisms of density- dependent regulation that most directly relate to locust swarms is predation and competition for resources. Locust swarms are animals that have many animals feeding on them such as ant lions. If the
Many researchers have proposed various methodologies for finding best solution. J. Ross Quinlan. In machine learning community, the decision tree algorithms, Quinlan’s ID3 and its successor C4.5: Programs for machine learning are probably the most popular. The various issues related to decision tree are discussed from the initial state of building a tree to methods of pruning, converting trees into rules and handling other problems such as missing attribute values. Apart from that
AN EFFICIENT CHURN MINING USING PARTICLE SWARM BASED BOOSTED TREE Sarbinder Pal Singh, Kiranbir Kaur, Sandeep Sharma Department of computer engineering and technology Guru Nanak Dev University, Amritsar, Punjab, India. ABSTRACT Churn Prediction has been major research problem with the growth of market development as customers asset more valuable persons for growth of company. The occurrence of churn customers is one of the crucial problems for the growth of a company, as it acquires higher costs
FONTYS UNIVERSITY OF APPLIED SCIENCE Software Development and Motion Control for a Swarm of Robots Graduation internship final report Stanislav Georgiev 2185143 Period: February 2015-June 2015 Company supervisor: Roland van Straten Fontys supervisor: Jeedella Jeedella Preface The intention of this report is to describe my graduation internship period will was held in a company called Coöperatie DevLab. Therefore, I would like to express my gratitude to my company supervisor Mr. Roland van Straten
The film Big Hero 6, is an animated superhero-comedy movie produced by Walt Disney Animation Studios. The movie is about Hiro, a 14 year old boy who makes an incredible invention called microbots to try to achieve his dream of enrolling into the San Fransokyo Institute of Technology. The microbots are tiny robots that are linked together through anyway, through a neuro transmitter. However, trouble strikes as someone steals them, but Hiro and his deceased brother’s medical assistant robot Betamax
models --Manuscript Draft-- Manuscript Number: SOCO-D-15-00222 Full Title: An Extraction of Knowledge using meta heuristic models Article Type: Original Research Keywords: Data mining, association rule, fuzzy logic, neural network, particle swarm optimization, artificial bee colony algorithm and harmony search algorithm Abstract: Huge amounts of data are collected nowadays from different application domains and are not feasible to analyze all these data manually. Knowledge Discovery in Databases