Search results
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Title
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Predicting Startup Success in U.S
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Author
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Lopes Veloso, Felipe Augusto
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Date Created
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2020
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Subjects--Topical
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Economics, Artificial intelligence, Entrepreneurship
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Description
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This thesis consists of the creation of a reliable model to predict the success of Startups located in U.S. Previous researches have been focused either on the accuracy of different algorithms, without investigating the real effect of the risk and...
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Title
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ELECTRICITY PRICE FORECASTING USING ADVANCED MACHINE LEARNING TECHNIQUES
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Author
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Sardana, Bhav
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Date Created
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2020
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Subjects--Topical
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Power resources
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Description
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Electricity Price Forecasts have been a very important part of the energy industry for a long time. Traditionally, it was used by utilities, but after the liberalization of electricity markets around the world, they are of prime importance not onl...
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Title
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Generative Machine Learning Models for Airflow Prediction of Architectural Spaces
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Author
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Claudio Rodriguez, Fernando
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Date Created
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2021
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Subjects--Topical
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Computer science, Information technology, Architecture
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Description
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Computer Fluid Dynamics (CFD) airflow simulations are not used as often in architectural settings primarily due to time constraints. The proper use of CFD airflow simulations involves a complex setup and run-time process that requires a large amou...
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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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Exploring an Intelligent Responsive Architecture through Gesture-based Interaction
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Author
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An, Yijing
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Date Created
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2019
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Subjects--Topical
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Information technology, Architecture, Building
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Description
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Architects are increasingly adopting gesture-based interaction to create responsive, engaging and inspiring spaces. However, there is no established theories providing guidelines to link gestures and spatial movement. This thesis critiques the pre...
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Title
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Interactive Topic Guided Thematic Analysis for Social Media Data
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Author
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Sah, Subham
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Date Created
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2022
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Subjects--Topical
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Architecture, Information technology
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Description
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Social media plays a significant role in modern-day information dissemination, owing to its ubiquity and ease of sharing. There has been an increased focus on analyzing topics frequently occurring in social media.We refer to social media as a plat...
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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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Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
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Author
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Chamarthi, Ramachandra Vikas
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...
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Title
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OPERATIONAL LOSSES: LESSONS FROM SEVEN OF THE LARGEST ROGUE TRADING EVENTS IN HISTORY
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Author
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Morat, Patricio
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Date Created
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2017
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Subjects--Topical
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Finance, Economics, Industrial management
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Description
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Operational losses: Lessons from seven of the largest rogue trading events in history. (Under the direction of DR. ROB ROY MCGREGOR)Operational risk is the risk of losses arising from the failure of people, processes, and systems, and from externa...
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Title
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PREDICTING CREDIT DEFAULT RISK VIA STATISTICAL MODEL AND MACHINE LEARNING ALGORITHMS
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Author
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Choubey, Anand
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Date Created
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2018
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Subjects--Topical
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Economics
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Description
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Financial institutions need to measure risks within their credit portfolios (homeloans, credit card, auto loans, etc.) for regulatory requirements and for internal riskmanagement. To meet these requirements financial institutions increasingly rely...
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Title
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The Learning Facade
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Author
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MacKnight, Paul
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Date Created
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2018
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Subjects--Topical
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Information technology, Architecture
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Description
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Despite the rising popularity and utilization of intelligent systems, much of thebuilt environment, especially architecture, remains prescriptive or responsive in nature.Kinetic facades, especially, still rely on the analysis of historic or approx...
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Title
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Supervised Projective Learning for Electroencephalography Analysis
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Author
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Grear, Tyler
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Date Created
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2021
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Subjects--Topical
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Physics
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Description
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The brain-computer interface has emerged as a promising field of research with the capacity to significantly transform multiple technological sectors. The imagining of limb movement known as motor imagery (MI) serves as an auspicious paradigm for ...
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Title
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Robust Audio Classification: Integrating TV Sound Detection
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Author
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Bourahla, Mohamed Mehdi
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Date Created
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2023
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Subjects--Topical
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Artificial intelligence, Sound
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Description
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The emergence of voice-controlled systems has transformed the way users engage with technology, providing unparalleled ease and accessibility. Nonetheless, these systems encounter difficulties in distinguishing intended commands from unintentional...