[PDF] Top 20 Data Stream Classification Using Ant Colony Optimization

... of data streams with concept drift is build into a sub division of knowledge discovery, with its own individual research ...of data stream introduces the requirement for a forgetting mechanism that ... See full document

... explaining optimization problems, they have demonstrated themselves as a good candidate in this ...rapid data and computational needs growth, distributed systems/Grids solve issues of large scale computing ... See full document

... important data analysis and data mining ...hybrid ant colony optimization algorithm called A_HACO is pro- posed which can effectively solve classification problem and get the ... See full document

... An Ant releases scent chemicals called pheromone to communicate with each ...by ant, it is marked by pheromone and also marking of the trails is done from source to ...master ant overseeing the ... See full document

... combinatorial optimization problem that consists of four finite sets: (i) a set of meetings, (ii) a set of available resources ...given data consists of a set of students and courses that each of the ... See full document

... transmit data to a subset of other network ...based ant colony approach in [7] [8]. In the Ant Colony System (ACS) approach by Das ... See full document

... Biometric authentication is an effective method for automatically recognizing a person's identity with high confidence in which feature extraction and classification are key considerations. Palm vein pattern ... See full document

... traditional data routing in wired ...in Ant Colony optimization to put the effective and efficient algorithm in area of sensor ...Efficient Ant Based Routing Protocol with some ... See full document

... by using some Meta heuristic algorithms in an attempt to shrink the search ...swarm optimization, ant colony optimization and genetic ...[7], data mining and ... See full document

... “combinatorial optimization problems” are of the category ...swarm optimization is a new evolutionary approach that copies behavior of swarm in ...swarm optimization alone has been completely ... See full document

... Once the transmission time is evolved, it then randomly chooses and moves to another sensed node location point. In the Random Way Point (RWM) model, each sensed node shift to an erratically chosen location and the RWM ... See full document

... Relationships between the data called the associations. In general, association rule is an expression of X=>Y form, where X is antecedent and Y is consequent. Association rule shows that how many times Y has ... See full document

... their colony while laying down pheromone ...an ant to travel down the path and back again, the more time the pheromones have to ...randomly using functions, can hide the frequent ... See full document

... different classification (choose only one technique from all different category at a time) apply only higher priority techniques according to the table given ... See full document

... by using the node for representing a feature and edge representing the cost function linking to the next feature in a ...graph. Ant colony algorithms are optimization techniques inspired by ... See full document

... in data delivery. To achieve effi- cient data delivery to mobile sink, Kim et ...the data forwarding route from source node to fixed sink, the weight of each sensor node was calcu- lated, and then ... See full document

... This paper presents a mixture of Ant Colony Optimization and Fuzzy Logic to medical classification, named Fc-AntMiner. In training stage, we have proposed a cooperative ACO algorithm for fuzzy ... See full document

... Discussed an ant colony optimization (ACO) algorithm to select the best features. C4.5, naive Bayes, and k nearest neighbour classifiers were applied to assign class labels to Webpages. Their system ... See full document

... are Ant Colony Optimization (ACO), Improved Ant Colony Optimization (IACO), Genetic Algorithm (GA) and Tabu Search (TS), are proposed to solve this ...technique. Using the ... See full document

... the data formatting phase, several parameter combos ar generated following the orthogonal style [57], and therefore the improvement performance of each parameter combination is initialized ... See full document