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09/08/2023
Quantum Algorithm for Maximum Biclique Problem
Identifying a biclique with the maximum number of edges bears considerab...
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07/21/2023
Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives
The interaction between elephants and their environment has profound imp...
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06/24/2023
Spatio-temporal Storytelling? Leveraging Generative Models for Semantic Trajectory Analysis
In this paper, we lay out a vision for analysing semantic trajectory tra...
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06/05/2023
Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns
We introduce NightPulse, an interactive tool for Night-time light (NTL) ...
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11/05/2022
Forecasting User Interests Through Topic Tag Predictions in Online Health Communities
The increasing reliance on online communities for healthcare information...
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01/30/2022
Recognition of Implicit Geographic Movement in Text
Analyzing the geographic movement of humans, animals, and other phenomen...
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01/12/2022
Differentiating Geographic Movement Described in Text Documents
Understanding movement described in text documents is important since te...
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11/05/2021
An Analysis of Elephants' Movement Data in Sub-Saharan Africa Using Clustering
Understanding the movement of animals is crucial to conservation efforts...
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09/11/2021
Learning To Describe Player Form in The MLB
Major League Baseball (MLB) has a storied history of using statistics to...
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06/06/2021
Extractive Research Slide Generation Using Windowed Labeling Ranking
Presentation slides describing the content of scientific and technical p...
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10/28/2020
Mitigating Backdoor Attacks in Federated Learning
Malicious clients can attack federated learning systems by using malicio...
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08/27/2020
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19
The novel coronavirus disease 2019 (COVID-19) began in Wuhan, China in l...
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08/25/2020
Extractive Summarizer for Scholarly Articles
We introduce an extractive method that will summarize long scientific pa...
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06/28/2020
Graph Convolutional Networks against Degree-Related Biases
In recent years, Graph Convolutional Networks (GCNs) show competitive pe...
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06/10/2020
Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps
With the rapid growth and prevalence of social network applications (App...
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11/22/2019
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values
Multivariate time series (MTS) forecasting is widely used in various dom...
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10/08/2019
Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach
Traditional sequence-to-sequence (seq2seq) models and other variations o...
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08/20/2019
Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning
Graph neural networks (GNNs) are widely used in many applications. Howev...
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06/20/2019
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets
Automatically extracted metadata from scholarly documents in PDF formats...
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01/09/2019
Guess What's on my Screen? Clustering Smartphone Screenshots with Active Learning
A significant proportion of individuals' daily activities is experienced...
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10/05/2016
Summarizing Situational and Topical Information During Crises
The use of microblogging platforms such as Twitter during crises has bec...
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10/04/2016
Applications of Online Deep Learning for Crisis Response Using Social Media Information
During natural or man-made disasters, humanitarian response organization...
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08/12/2016
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks
The role of social media, in particular microblogging platforms such as ...
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05/19/2016
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
Microblogging platforms such as Twitter provide active communication cha...
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02/17/2016
Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages
Rapid crisis response requires real-time analysis of messages. After a d...
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09/10/2008
