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Detection of Cognitive States from fMRI data using Machine Learning Techniques
Sequence Learning fMRI visuomotor Naive Bayes Classifier Support Vector machine Nearest neighbour classification
2015/7/29
Over the past decade functional Magnetic Resonance Imaging (fMRI) has emerged as a powerful technique to locate activity of human brain while engaged in a particular task or cognitive state. We consid...
DEVELOPMENT OF COMPUTATIONAL TECHNIQUES FOR TRANSONIC FLOWS:AN HISTORICAL PERSPECTIVE
COMPUTATIONAL TECHNIQUES RANSONIC FLOWS HISTORICAL PERSPECTIVE
2015/7/2
The history of computational fluid dynamics (CFD), especially as driven by the requirements of transonic flow prediction, has been largely coincident with the history of these Symposia. Th...
Improving Processes Using Static Analysis Techniques
Fault tree analysis Finite state verification Process improvement
2014/12/18
Real-world processes often undergo improvements to meet certain goals, such as coping with changed requirements, eliminating defects, improving the quality of the products, and reducing costs. Identif...
Software Techniques to Reduce the Energy Consumption of Low-Power Devices at the Limits of Digital Abstractions
embedded systems energy low-power rfid security storage
2014/12/18
My thesis explores the effectiveness of software techniques that bend digital abstractions in order to allow embedded systems to do more with less energy. Recent years have witnessed a proliferation o...
Query-Time Optimization Techniques for Structured Queries in Information Retrieval
algorithms information retrieval optimization search
2014/12/18
The use of information retrieval (IR) systems is evolving towards larger, more complicated queries. Both the IR industrial and research communities have generated significant evidence indicating that ...
Cosine Similarity Scoring without Score Normalization Techniques
Cosine Similarity Scoring Score Normalization Techniques
2014/11/27
In recent work [1], a simplified and highly effective approach to speaker recognition based on the cosine similarity between lowdimensional vectors, termed ivectors, defined in a total variability spa...
A COMPARISON OF NO VEL TECHNIQUES F OR INSTANTANEOUS SPEAKER AD APTATION
A COMPARISON OF NOVEL TECHNIQUES SPEAKER ADAPTATION
2014/11/27
This pap er intro duces t wo no vel tec hniques for instantaneous sp eak er adaptation, reference speaker weighting and consistency modeling. An approac h to hierarc hical sp eak er clustering using g...
Techniques to Increase Computational Efficiency in Some Deterministic and Random Electromagnetic Propagation Problems
Efficient computation the electromagnetic propagation parabolic equation electromagnetic
2014/11/7
Efficient computation in deterministic and uncertain electromagnetic propagation environments, tackled by parabolic equation methods, is the subject of interest of this dissertation. Our work is compr...
Softcomputing Identification Techniques of Asynchronous Machine Parameters: Evolutionary Strategy and Chemotaxis Algorithm
Asynchronous machine Identification Optimization
2009/7/28
Softcomputing techniques are receiving attention as optimisation techniques for many industrial applications. Although these techniques eliminate the need for derivatives computation, they require muc...