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Generative Adversarial Networks for Speech Technology Applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The deep learning renaissance has enabled the machines to understand the observed data in terms of a hierarchy of representations. This allows the machines to learn complicated nonlinear relationships between the representative ...
Performance analysis of next generation graphene interconnects
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The state-of-the-art development and subsequent miniaturization of technologiesin e-systems such as computers and digital communication systems, have led todensely and compactly placement of devices and interconnects in ...
Assessing quality of use case specifications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Use case modeling is one of the popular documentation strategies meant to describe the functional requirements of a software system. However, due to the use of some Natural Language (NL) text issues, such as ambiguity, ...
Imbalanced bioassay data classification for drug discovery
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
All the methods developed for pattern recognition will show inferior performance
if the dataset presented to it is imbalanced, i.e. if the samples belonging to one
class are much more in number compared to the samples ...
Novel circular fractal antenna array
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Traditional antennas work well only for one resonant frequency and using multiple antennas for different frequencies is a complex task, therefore multiband circular fractal antenna was designed which have a small size and ...
Measurement of complex permittivity of materials using rectangular dielectric wave guide (RDWG) technique in 5.85-8.20 Ghz range
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The Rectangular DielectricWaveguide (RDWG)Technique is an efficient technique
developed for the measurement of complex permittivity of materials of various
thickness and cross sectional areas over various frequency ranges ...
Designing distributed systems w.r.t conformance
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
This thesis is about revisiting an old yet classic problem - From a labeled transition
system (LTS), can a distributed labeled transition system (DLTS) be synthesized
such that the behavior of both systems are equivalent. ...
Set labeling of graphs
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Given a universal set and its subsets, intersection graph can be characterized as
the graph with one distinct subset of given universal set for each vertex of the
graph and any two non-adjacent vertices have no element ...
Distant supervision for relation extraction
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Relation Extraction(RE) is one of important task of Information Extraction. InformationExtraction is used to get data from natural language text. Relation extractionis done using different methods. Most techniques found ...
Document representation using extended locality preserving indexing
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The main purpose of web search is to obtain the relevant information pertaining
to our need from the documents available on the Internet. Each term (word) in
a document contributes to a dimension. It is challenging to ...