Search Results - "Bein, Doina"

Distributed network control for mobile multi-modal wireless sensor networks by Bein, Doina, Wen, Yicheng, Phoha, Shashi, Madan, Bharat B., Ray, Asok

“…A sensor network operates on an infrastructure of sensing, computation, and communication, through which it perceives the evolution of events it observes. We…”
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Securing unmanned autonomous systems from cyber threats by Madan, Bharat B, Banik, Manoj, Bein, Doina

“…Unmanned systems, with and without a human-in-the loop, are being deployed in a range of military and civilian applications spanning air, ground, sea-surface…”
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Dynamic clustering of multi-modal sensor networks in urban scenarios by Wen, Yicheng, Bein, Doina, Phoha, Shashi

“…The paper addresses the issue of self-adaptation of a multi-modal sensor network with mobile sensors to better observe and track events of interest in a…”
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Novel Deep Learning Model with CNN and Bi-Directional LSTM for Improved Stock Market Index Prediction by Eapen, Jithin, Bein, Doina, Verma, Abhishek

“…Predicting variations in stock price index has been an important application area of machine learning research. Due to the non-linear and complex nature of the…”
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Data Science Analysis of Malicious Advertisements and Threat Detection Automation for Cybersecurity Progress by Nguyen, Sandra, Bein, Doina

“…We live in an era of unprecedented technology. Millions of users depend on information technology to carry out their daily lives and large-scale commercial and…”
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Energy efficient all-to-all broadcast in all-wireless networks by Bein, Doina, Zheng, S.Q.

“…All-to-all broadcast is a communication pattern in which every node initiates a broadcast. In this paper, we investigate the problem of building a unique cast…”
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Calibrating embedded protocols on asynchronous systems by Yamauchi, Yukiko, Bein, Doina, Masuzawa, Toshimitsu, Morales, Linda, Hal Sudborough, I.

“…Embedding is a method of projecting one topology into another. In one-to-one node embedding, paths in the target topology correspond to links in the original…”
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Analyzing Beauty by Building Custom Profiles Using Machine Learning by Abrahams, Thomas, Bein, Doina

“…Instead of tackling what is universal beauty, we propose to attempt to create profiles based on training data for individual understanding of beauty, while…”
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Web application for social networking using RTC by Pandey, Nileshkumar, Bein, Doina

“…Real-time communication (RTC) is an important part of modern convergence networks 1 . Interactive voice communication, video, conferencing, chat, messaging and…”
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Fault-Tolerant k-Fold Pivot Routing in Wireless Sensor Networks by Bein, D.

“…Selecting a small set of nodes called pivots, from all the nodes in a network and maintaining the routing infrastructure to and among each other can reduce…”
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Deep Learning-based Super-Resolution on the Cloud: Focus on Face and Text Enhancement by Nguyen, Michael, Sood, Kanika, Avery, Kenytt, Bein, Doina

“…Real-ESRGAN and SwinIR are two deep learning models for Single-Image Super-Resolution (SISR), which attempt to address real-world scenarios for image…”
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Distributed MPI cluster with Docker Swarm mode by Nguyen, Nikyle, Bein, Doina

“…MPI is a well-established technology that is used widely in high-performance computing environment. However, setting up an MPI cluster can be challenging and…”
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Sentiment Analysis with Novel GRU based Deep Learning Networks by Vielma, Chary, Verma, Abhishek, Bein, Doina

“…Consumers make decisions online on diverse websites based on recommendations from people they have never met. This shared online input provides thus insight…”
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MusiqGlobe.fm using MEAN stack by Ramappa, Vinay, Bein, Doina

“…With the tremendous growth of the Internet during the recent times, the demand for the faster web application development have been a challenge for application…”
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Predictive Analytics of Donors in crowdfunding platforms: A case study on Donorschoose.org by Dirisam, Joel Varma, Bein, Doina, Verma, Abhishek

“…Every year donors support crowdfunding organizations like DonorsChoose.org. With the decline in the number of contributions received every year, initiatives in…”
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Optimal maximum likelihood estimates fusion in distributed network of sensors by Madan, Bharat, Bein, Doina

“…A distributed network of sensors leverages its performance by aggregating information gathered by individual sensors through the process of sensor data fusion…”
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Machine Learning Pipeline for Fraud Detection and Prevention in E-Commerce Transactions by Jhangiani, Resham, Bein, Doina, Verma, Abhishek

“…Fraud has become a major problem in e-commerce and a lot of resources are being invested to recognize and prevent it. Present fraud detection and prevention…”
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Self-Stabilizing Local Routing in Ad Hoc Networks by Bein, Doina, Datta, Ajoy K, Villain, Vincent

“…We present a self-stabilizing optimal (in terms of the distance) local routing algorithm (SO GR) for a wireless mobile ad hoc network. The distance may…”
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A Survey of Teaching PDC Content in Undergraduate Curriculum by Suo, Xiaoyuan, Glebova, Olga, Liu, David, Lazar, Alina, Bein, Doina

“…Parallel and Distributed Computing (PDC) is included in the Computer Science Curriculum 2013 from ACM and IEEE Computer Science and hence required for ABET…”
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New Compact Deep Learning Model for Skin Cancer Recognition by Ly, Phillip, Bein, Doina, Verma, Abhishek

“…Deep learning neural networks have made significant progress in image analysis and have been used for skin cancer recognition. Early detection and proper…”
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