Browsing by Author "Serpedin, Erchin"
Now showing items 1-20 of 70
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Wajid, Bilal; Sohail, Muhammad; Ekti, Ali; Serpedin, Erchin (BioMed Research International, 2016)
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Li, Jiahao (2013-12-09)With the rapid advances in data transmission over various advanced underwater acoustic networks, it is important to develop the efficient protocol to obtain a high data-rate with Quality of Service (QoS) guarantee requirements ...
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Park, Sang Woo (2012-10-05)This dissertation studies several aspects of the interface between information theory and signal processing. Several new and existing results in information theory are researched from the perspective of signal processing. ...
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Nagaraja, Kashyap (2019-04-15)Selective reaction monitoring (SRM) has become one of the main methods for low-mass range targeted proteomics by mass spectrometry (MS). However, in most SRM-MS biomarker validation studies the sample size is very small, ...
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Parthasarathy, Saranya (2012-07-16)This thesis addresses the problem of local intrusion detection for SCADA (Supervisory Control and Data Acquisition) field devices in the smart grid. A methodology is proposed to detect anomalies in the communication patterns ...
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Xiao, Yufei (2009-05-15)This dissertation attempts to answer some of the vital questions involved in the genetic regulatory networks: inference, optimization and robustness of the mathe- matical models. Network inference constitutes one of the ...
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Agyepong, Kwadwo (2012-10-19)Thus far, a plethora of analysis on genome-wide gene expression microarray experiments on the cell cycle have been reported. Time series data from these experiments include gene expression profiles that might be periodically ...
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Koonchanok, Ratanond (2017-12-04)Sparse canonical correlation analysis (sparse CCA) is a method for identifying sparse linear combinations of the two sets of variables that are highly correlated with each other, given that those two sets of measurements ...
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Alshawaqfeh, Mustafa; Bashaireh, Ahmad; Serpedin, Erchin; Suchodolski, Jan (Biology Direct, 2017)
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Wang, Xu (2017-06-19)The continuous increase in the number of wireless devices and the huge demand for higher data rates have promoted the development of new wireless communications technologies with improved spectrum sharing features. Recently, ...
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Hsu, Fang-Han (2013-05-01)The advances of high-throughput technologies, such as next-generation sequencing and microarrays, have rapidly improved the accessibility of molecular profiles in tumor samples. However, due to the immaturity of relevant ...
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Ma, Chifeng; Sastry, Konduru; Flore, Mario; Gehani, Salah; Al-Bozom, Issam; Feng, Yusheng; Serpedin, Erchin; Chouchane, Lotfi; Chen, Yidong; Huang, Yufei (BMC Genomics, 2016)
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Kundu, Arnav (2019-06-12)The electric power grid uses a set of measuring and switching devices for its operations and control. The data retrieved from the measuring instruments is assumed to be noisy, therefore a state estimator is used to estimate ...
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Deep Learning-Based Detection of Electricity Theft Cyber Attacks in Solar PV Distributed Generation Naidu, Mahesh (2019-07-09)In the past, electricity thefts were committed through physical means like tapping a line or bypassing the energy meter. However, the advent of smart meters has added another possible means of committing electricity theft ...
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Jainsky, Julien Sebastien 1981- (2012-11-29)Steganography and covert-communications represent a great and real threat today more than ever due to the evolution of modern communications. This doctoral work proposes defenses against such covert-communication techniques ...
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Noor, Amina (2013-12-10)Inferring gene regulatory networks (GRNs) is of profound importance in the field of computational biology and bioinformatics. Understanding the gene-gene and gene- transcription factor (TF) interactions has the potential ...
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Park, Sang Woo (2009-05-15)Blind estimation of unknown channel parameters and data symbol detection represent major open problems in non-cooperative communication systems such as automatic modulation classification (AMC). This thesis focuses on ...
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Chaudhari, Qasim Mahmood (2009-05-15)Recent years have seen a tremendous growth in the development of small sensing devices capable of data processing and wireless communication through their embed- ded processors and radios. Wireless Sensor Networks (WSNs) ...
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Redissi, Ahmed (2015-07-13)This thesis explores the propagation of acoustic waves in pipe strings by designing a series of experimental procedures to characterize their behavior. It describes in detail four sets of experiments that were used to ...
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Bahadorinejad, Arghavan (2017-04-25)It is well known that the molecular basis of many diseases, particularly cancer, resides in the loss of regulatory power in critical genomic pathways due to DNA mutations. We propose a methodology for model-based fault ...