Ontology based vertical web service composition
Recently, the composition of Web services has become an arduous task for several essential reasons. The task of automatically composing Web services involves two main composition processes, Vertical and Horizontal composition. Vertical composition ...
Pheromone trail initialization with local optimal solutions in ant colony optimization
This paper presents a method to improve the search rate of Max-Min Ant System for the traveling salesman problem. The proposed method gives deviations from the initial pheromone trails by using a set of local optimal solutions calculated in advance. ...
A hybrid FLANN and adaptive differential evolution model for forecasting of stock market indices
This paper presents a computationally efficient functional link artificial neural network CEFLANN based adaptive model for financial time series prediction of leading Indian stock market indices. Financial time-series data are usually non-stationary and ...
Location based video navigation using task extracted from the web
In this paper, we propose an application called TaskGuideRoidTGR. TGR recommends YouTube contents with task-based descriptions. To collect the task description with both high coverage and precision, we mine tasks from the web given the input of lexico-...
A feature selection method using fixed-point algorithm for DNA microarray gene expression data
- Alok Sharma,
- Kuldip K. Paliwal,
- Seiya Imoto,
- Satoru Miyano,
- Vandana Sharma,
- Rajeshkannan Ananthanarayanan
As the performance of hardware is limited, the focus has been to develop objective, optimized and computationally efficient algorithms for a given task. To this extent, fixed-point and approximate algorithms have been developed and successfully applied ...