Listar 2016 por título
Mostrando ítems 31-50 de 55
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Improved Shape Parameter Estimation in Pareto Distributed Clutter with Neural Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2016)The main problem faced by naval radars is the elimination of the clutter input which is a distortion signal appearing mixed with target reflections. Recently, the Pareto distribution has been related to sea clutter ... -
Integrating Agents into a Collaborative Knowledge-based System for Business Rules Consistency Management
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2016)Capitalization and reuse of expert knowledge are very important for the survival of an enterprise. This paper presents a collaborative approach that utilizes domain ontology and agents. Thanks to our knowledge formalizing ... -
Intelligent e-Learning Systems: An Educational Paradigm Shift
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2016)Learning is the long process of transforming information as well as experience into knowledge, skills, attitude and behaviors. To make up the wide gap between the demand of increasing higher education and comparatively ... -
Linear Temporal Logic-based Mission Planning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)In this paper, we describe the Linear Temporal Logic-based reactive motion planning. We address the problem of motion planning for mobile robots, wherein the goal specification of planning is given in complex environments. ... -
MaxHopCount: A New Drop Policy to Optimize Messages Delivery Rate in Delay Tolerant Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)Communication has become a necessity, not only between every point on the earth, but also on the globe. That includes hard topography, highlands, underwater areas, and also space- crafts on other planets. However, the ... -
Multilayer Perceptron: Architecture Optimization and Training
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ... -
Novel Agent Based-approach for Industrial Diagnosis: A Combined use Between Case-based Reasoning and Similarity Measure
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2016)In spunlace nonwovens industry, the maintenance task is very complex, it requires experts and operators collaboration. In this paper, we propose a new approach integrating an agent- based modelling with case-based reasoning ... -
Offline Face Recognition System Based on GaborFisher Descriptors and Hidden Markov Models
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)This paper presents a new offline face recognition system. The proposed system is built on one dimensional left-to- right Hidden Markov Models (1D-HMMs). Facial image features are extracted using Gabor wavelets. The ... -
Operating an Advertising Programmatic Buying Platform: A Case Study
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)This paper analyses how new technological developments and the possibilities generated by the internet are shaping the online advertising market. More specifically it focuses on a programmatic advertising case study. The ... -
PI Stabilization for Congestion Control of AQM Routers with Tuning Parameter Optimization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)In this paper, we consider the problem of stabilizing network using a new proportional- integral (PI) based congestion controller in active queue management (AQM) router; with appropriate model approximation in the first ... -
PInCom project: SaaS Big Data Platform for and Communication Channels
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)The problem of optimization will be addressed in this article, based on the premise that the successful implementation of Big Data solutions requires as a determining factor not only effective -it is assumed- but the ... -
Push Recovery for Humanoid Robot in Dynamic Environment and Classifying the Data Using K-Mean
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)Push recovery is prime ability that is essential to be incorporated in the process of developing a robust humanoid robot to support bipedalism. In real environment it is very essential for humanoid robot to maintain ... -
Query Migration from Object Oriented World to Semantic World
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)— In the last decades, object-oriented approach was able to take a large share of databases market aiming to design and implement structured and reusable software through the composition of independent elements in order ... -
Real-Time Prediction of Gamers Behavior Using Variable Order Markov and Big Data Technology: A Case of Study
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2016)This paper presents the results and conclusions found when predicting the behavior of gamers in commercial videogames datasets. In particular, it uses Variable-Order Markov (VOM) to build a probabilistic model that is ... -
Segmentation-free Word Spotting for Handwritten Arabic Documents
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)In this paper we present an unsupervised segmentation-free method for spotting and searching query, especially, for images documents in handwritten Arabic, for this, Histograms of Oriented Gradients (HOGs) are used as the ... -
Social Network Analysis and Big Data tools applied to the Systemic Risk supervision
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)After the financial crisis initiated in 2008, international market supervisors of the G20 agreed to reinforce their systemic risk supervisory duties. For this purpose, several regulatory reporting obligations were imposed ... -
Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)A wide variety of real world optimization problems can be modelled as Weighted Constraint Satisfaction Problems (WCSPs). In this paper, we model this problem in terms of in original 0-1 quadratic programming subject to ... -
Spiking Activity of a LIF Neuron in Distributed Delay Framework
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)Evolution of membrane potential and spiking activity for a single leaky integrate-and-fire (LIF) neuron in distributed delay framework (DDF) is investigated. DDF provides a mechanism to incorporate memory element in ... -
Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classification Task
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)This work is builds on the study of the 10 top data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) community in December 2006. We address the same study, but with the application ... -
SVM and ANN Based Classification of Plant Diseases Using Feature Reduction Technique
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)Computers have been used for mechanization and automation in different applications of agriculture/horticulture. The critical decision on the agricultural yield and plant protection is done with the development of expert ...