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Personalized news recommender system using deep reinforcement learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
News recommender system recommends news based on the user's interests and the content of the news articles. News recommender systems are different from other recommender systems as it always has to recommend latest news ...
Area efficient and high performance approximate multiplier design
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
FPGA can provide an efficient way of approximation due to their reprogrammable structure in contrast to ASIC based approximations. The work presents an optimized approximation methodology for multiplier design which utilizes ...
Chatbot platform
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
There are many platforms available in market for creating chatbots and maintaining them. Chatfuel, ManyChat, Google's Dialogflow are some of the leading platforms which provide such facilities. Yet, there is no platform ...
Design of leaf cell layouts for memory compiler
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Digital layouts are designed in such a way that it should have minimum area and hence lesser delay.On the contrary analog layouts are made using best matching technique so as to provide same environment to each transistors.In ...
Analytical study of color spaces for object recognition in convolutional neural networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
In this work we present an analytical study of the classical problem of image recognition / classification using different color spaces and deep convolutional neural networks(CNNs). In the current decade deep CNN architectures ...
Experiment-based approach to understand delay tolerant network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Dissemination of information in challenged environments such as place with nonavailability of cellular services, post-disaster situations, remote place, disruption min network is often a difficult task. This is due to lack ...
Predicting quality of service parameter for Internet of Things network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Nowadays, the Internet of Things applications are developed to facilitate users worldwide. Machine learning is very useful to make some decisions for those applications. The main aim of this present work is to provide a ...
Unlinking bitcoin transactions
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
While considered as a secure payment system by many, Bitcoin suffers from a serious privacy issue: the publicly accessible blockchain allows one to see transaction details of every transaction that every happened since the ...
Full chip interface timing, pipeline planning and rapid floorplanning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
This report gives some glance on VLSI design flow and mainly deals with Physical Design of the chip. This is a very important step of the flow because it decides the shape and size of the chip. This step ensures that the ...
Plant disease detection using image processing and machine learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
In agriculture plant disease and its precise detection is an important task and researchers have attempted lots of methods to automate the task of disease detection using latest tools and techniques of image processing and ...