Browsing Department of Computer Science and Engineering by Title
Now showing items 378-397 of 606
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M-infosift : A Graph-based Approach For Multiclass Document Classification
(Computer Science & Engineering, 2007-09-17)With the increase in the amount of data being introduced into the Internet on a daily basis, the problem of managing large amount of data is an unavoidable problem. The area of document classification has been examined, ... -
MACHINE LEARNING BASED DATACENTER MONITORING FRAMEWORK
(2016-12-09)Monitoring the health of large data centers is a major concern with the ever-increasing demand of grid/cloud computing and the higher need of computational power. In a High Performance Computing (HPC) environment, the need ... -
Machine Learning Methods for Statistical Analysis and Representation Learning on Neuroimaging Data
(2022-05-17)With the recent advance and widespread adoption of imaging technological innovations, clinical practitioner and scientists can easily acquire and store a large amount of various neuroimaging modalities, such as Diffusion ... -
MACHINE LEARNING METHODS TO IMPROVE FAIRNESS AND PREDICTION ACCURACY ON LARGESOCIALLY RELEVANT DATASETS
(2021-08-16)Machine learning-based decision support systems bring relief to the decision-makers in many domains such as loan application acceptance, dating, hiring, granting parole, insurance coverage, and medical diagnoses. These ... -
MACHINE LEARNING WITH GRAPHS
(2021-05-09)In recent years, graph-based machine learning methods have attracted great attention because of their effectiveness and efficiency. Inspired by this trend, this thesis summarizes my research topics on machine learning ... -
Machine Learning: Several Advances in Linear Discriminant Analysis, Multi-View Regression and Support Vector Machine
(2017-04-24)Machine learning technology is now widely used in engineering, science, finance, healthcare, etc. In this dissertation, we make several advances in machine learning technologies for high dimensional data analysis, image ... -
MALWARE EARLY-STAGE DETECTION USING MACHINE LEARNING ON HARDWARE PERFORMANCE COUNTERS
(2018-08-03)Systems affected by Malware in the past 10 years has risen from 29 million to 780 million, which tells us it’s a rapidly growing threat. Viruses, ransomware, worms, backdoors, botnets etc. all come under malware. Ransomware ... -
Mass Spectrometry Based Proteomic Biomarker Selection And Sample Prediction
(Computer Science & Engineering, 2008-09-17)High-resolution MALDI-TOF (matrix-assisted laser desorption/ionization time-of-flight) mass spectrometry has recently shown promise as a screening tool for detecting discriminatory peptide/protein patterns. The major ... -
Mathematical Modeling For Phagocyte Transmigration And Reverse Engineering
(Computer Science & Engineering, 2010-11-01)Computational modeling and simulation have been used as an important tool to analyze the behavior of a complex biology system. Typically, the biology system is a complex non-linear system where a large number of components ... -
MAVROOMIE: AN END-TO-END ARCHITECTURE FOR FINDING COMPATIBLE ROOMMATES BASED ON USER PREFERENCES
(2016-12-07)Team Formation is widely studied in literature as a method for forming teams or groups under certain constraints. However, very few works address the aspect of collaboration while forming groups under certain constraints. ... -
MavVStream: Expressing and Processing Situations on Videos Using the Stream Processing Paradigm
(2018-05-04)Image and Video Analysis (IVA) has been ongoing for several decades and has come up with impressive techniques for object identification, re-identification, activity detection etc. A large number of techniques have been ... -
Maximizing Code Coverage in Database Applications
(2017-12-07)A database application takes input as user-defined queries and determines the program logic to be executed based on the results returned by the queries. A change in existing application or a new application is expected ... -
Measurements Of A Latency-biased Expander Topology In The Tor Anonymity System
(Computer Science & Engineering, 2013-03-20)Anonymous communication systems protect the privacy of their users by hiding who is communicating with whom. With the widespread use of the Internet, anonymity systems are all the more essential to support applications ... -
Measuring Named Entity Similarity Through Wikipedia Category Hierarchies
(Computer Science & Engineering, 2011-03-03)Identifying the semantic similarity between named entities has many applications in NLP, including information extraction and retrieval, word sense disambiguation, text summarization and type classification. Similarity ... -
Mechanical Reliability Of Porous Low-k Dielectrics For Advanced Interconnect: Study Of The Instability Mechanisms In Porous Low-k Dielectrics And Their Mediation Through Inert Plasma Induced Re-polymerization Of The Backbone Structure
(Materials Science & Engineering, 2015)Continuous scaling down of critical dimensions in interconnect structures requires the use of ultralow dielectric constant (k) films as interlayer dielectrics to reduce resistance-capacitance delays. Porous carbon-doped ... -
Medical Decision Support System Using Augmentable Guideline Engine
(Computer Science & Engineering, 2007-08-23)Increasing life expectancy accompanied by existing growth of wireless infrastructure and ubiquitous computing technologies has given healthcare providers access to vital information within their healthcare networks. Medical ... -
A Method To Evade Keyword Based Censorship
(Computer Science & Engineering, 2014-12)Many countries block the content of web pages which are deemed against the morals, religious rules or policies set by government or organization. Countries like China block the post which is against their government interest. ... -
Methods For Human Motion Analysis For American Sign Language Recognition And Assistive Environments
The broad application domain of the work presented in this thesis is human motion analysis with a focus on hand detection for American Sign Language recognition and fall detection for assistive environments.One of the ... -
Methods For Large-scale Machine Learning And Computer Vision
(Computer Science & Engineering, 2015)With the advance of the Internet and information technology, nowadays people can easily collect and store tremendous amounts of data such as images and videos. Developing machine learning and computer vision to analysis ... -
Microblog Analyzer Aggregate Estimation Over A Micro Blog Platform
Microblogging is a new mode of communication in which users can share their current status in brief and agile way in the form of text, image, video etc over smart phones, email or web. Recently, Microblogs such as Twitter, ...