Search results
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Title
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'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
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Author
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Kancharla, Venkata Sai Santosh Ravi Teja
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Date Created
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2019
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Subjects--Topical
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Artificial intelligence
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Description
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Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...
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Title
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A Beginning-to-End System for Efficiently Gathering Tracking Data on Multiple Targets
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Author
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Rice, Lance
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Date Created
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2016
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Subjects--Topical
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Computer science
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Description
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Multi-object tracking in video has the potential for broad applicability, from analyzing division-of-labor within biological networks such as insects, to surveillance and traffic monitoring. Despite any potential the field of multiple object track...
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Title
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A Survey of Network Modeling
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Author
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Wells, Unique
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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Network modeling is a set of techniques for extracting various patterns of interestfrom graphs. They can be used in many real-life analytic fields, such as sales andmarketing, journal reports, government and law enforcement, social networking site...
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Title
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A framework for the use of wearables to enable study of stress
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Author
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Kanchinadam, Teja Simha
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Date Created
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2016
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Subjects--Topical
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Computer science
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Description
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Stress is a common condition that has major health impacts. Even though short-term stress helps people to react to danger immediately, chronic stress has larger health impacts such as early aging, post-traumatic stress disorder, and depression. In...
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Title
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AI Based Realistic Multi-Hop Wireless Simulation
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Author
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pothuneedi, tagore
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Date Created
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2021
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Subjects--Topical
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Computer science
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Description
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Wireless multi-hop networks and software-defined networking (SDN) are emerging technologies in wireless communications for deploying cost-efficient programmable network backbones. However, the physical testbeds do not provide scalable environments...
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Title
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An Approach Towards an Autonomic Computing Prototype Reference Architecture
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Author
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Williams, Trevon
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Date Created
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2019
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Subjects--Topical
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Computer science, Information technology, System theory
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Description
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Autonomic Computing is a grand challenge that strives to create self-regulating environments. The end goal, is to create an environment that can self-optimize, self-protect, self-heal and self-configure based on built-in, formulated, and generated...
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Title
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Anomaly Detection for Manufacturing Applications Using Convolutional Autoencoders
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Author
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Zouar, Nourelislam
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Date Created
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2021
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Subjects--Topical
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Computer science
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Description
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ABSTRACTNOURELISLAM ZOUAR. ANOMALY DETECTION FOR MANUFACTURING APPLICATIONS USING CONVOLUTIONAL AUTOENCODERS. (Under the direction of DR. MIN SHIN) Anomaly Detection in manufacturing environments is increasingly gaining popularity among companies ...
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Title
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BIOMEDICAL QUESTION ANSWERING
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Author
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Bhandwaldar, Abhishek
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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A Biomedical Question Answering system allows biomedical experts to use unstructured knowledge in a more effective way. Our system can index vast majority of biomedical articles and can do information retrieval to find most relevant articles to an...
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Title
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CROSS-PLATFORM INDOOR NAVIGATION USING MIXED-REALITY
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Author
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Ayyanchira, Akshay Murari
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Date Created
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2019
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Subjects--Topical
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Computer science
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Description
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Indoor navigation and localization are challenging due to the limits of available devices. A number of devices, such as GPS [3], beacons [5], infrared positioning system, ultrasonic positioning system and RF positioning system [21] have been explo...
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Title
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DATA REPLICATION FOR COPING WITH UNCERTAINTY IN SCHEDULING
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Author
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Chaubey, Manmohan
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Date Created
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2014
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Subjects--Topical
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Computer science
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Description
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Scheduling theory is a common tool to analyze the performance of parallel and distributed computing systems, such as their load balance. How to distribute the input data to be able to execute a set of tasks in a minimum amount of time can be model...
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Title
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Deep Natural Language Generation Using BERT for Summarization
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Author
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Choudhury, Sourav
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Date Created
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2020
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Subjects--Topical
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Computer science, Artificial intelligence
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Description
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Summarization is one of the core facets of Natural Language Processing. Text summarization is the task of producing a concise and fluent summary while holding the most essential or salient part of the content and preserving the original meaning. T...
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Title
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Deep Neural Language Generation with Emotional Intelligence and External Feedback
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Author
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Srinivasan, Vidhushini
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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Neural seq2seq models are widely used to generate dialogue using variations of RNN Encoder-Decoder architecture with maximum likelihood estimation as objective function. Advances in this architecture include introducing reinforcement learning to t...
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Title
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EXPERIMENTS IN TEXT SUMMARIZATION USING DEEP LEARNING
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Author
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Bulusu, Sai Amrit
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Date Created
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2018
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Subjects--Topical
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Computer science, Artificial intelligence, Information science
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Description
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Deep Learning has been the go-to tool for text summarization in the recent times.Traditional deep learning research focuses on performing abstractive text summarizationwithout considering the user’s interests to personalize the summaries.This prob...
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Title
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Empirical Methods in an Open Domain Question Answering System
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Author
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Gallagher, Sean
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Date Created
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2015
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Subjects--Topical
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Computer science
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Description
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Answering questions effectively involves a complex interconnected set of linguistic and statistical analysis tools, which can be difficult to investigate and evaluate on their own. To evaluate any one of them, I developed two composable, recursive...
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Title
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Examining Untempered Social Media: Information Mutation on GAB.ai
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Author
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Muppalla, Sai Eshwar Prasad
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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Online social media often mirrors the social phenomenon of "Chinese Whispers" where information mutates during dissemination.Many a time, Twitter and Facebook in conjunction with smaller "fringe" communities like Gab.ai, often echo perspectives to...
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Title
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Exploring Cyber Threat Hunting Through Interactive Labs
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Author
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Webber, Michael
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Date Created
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2021
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Subjects--Topical
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Computer science
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Description
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As we continue to see the impact of cyber attacks and cyber threats throughout the world, the needfor cyber threat hunting skills is more and more important to the cybersecurity industry and provides a compelling case for expanding the workforce c...
