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08/18/2023
Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig
Time series data are observations collected over time intervals. Success...
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08/16/2023
A Preliminary Study on a Conceptual Game Feature Generation and Recommendation System
This paper introduces a system used to generate game feature suggestions...
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04/25/2023
Faster High Accuracy Multi-Commodity Flow from Single-Commodity Techniques
Since the development of efficient linear program solvers in the 80s, al...
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12/18/2022
Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification
Creating high-performance generalizable deep neural networks for phytopl...
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06/27/2022
Measuring and Clustering Network Attackers using Medium-Interaction Honeypots
Network honeypots are often used by information security teams to measur...
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05/02/2022
The AI Index 2022 Annual Report
Welcome to the fifth edition of the AI Index Report! The latest edition ...
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03/09/2021
The AI Index 2021 Annual Report
Welcome to the fourth edition of the AI Index Report. This year we signi...
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06/05/2020
Towards Privacy-aware Task Allocation in Social Sensing based Edge Computing Systems
With the advance in mobile computing, Internet of Things, and ubiquitous...
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03/28/2020
Obstacle Avoidance and Navigation Utilizing Reinforcement Learning with Reward Shaping
In this paper, we investigate the obstacle avoidance and navigation prob...
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09/11/2019
An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing
Social sensing has emerged as a new sensing paradigm where humans (or de...
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07/17/2019
Towards Reliable Online Clickbait Video Detection: A Content-Agnostic Approach
Online video sharing platforms (e.g., YouTube, Vimeo) have become an inc...
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10/11/2018
Online Multiclass Boosting with Bandit Feedback
We present online boosting algorithms for multiclass classification with...
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11/17/2017