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09/11/2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts
Social media platforms play an essential role in crisis communication, b...
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08/22/2023
A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications
Serverless computing has gained a strong traction in the cloud computing...
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05/18/2023
Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals
The emergence of social media as one of the main platforms for people to...
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08/29/2022
Demystifying the COVID-19 vaccine discourse on Twitter
Developing an understanding of the public discourse on COVID-19 vaccinat...
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07/06/2021
Towards Just-Enough Documentation for Agile Effort Estimation: What Information Should Be Documented?
Effort estimation is an integral part of activities planning in Agile it...
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06/23/2021
Real-time Spatio-temporal Event Detection on Geotagged Social Media
A key challenge in mining social media data streams is to identify event...
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05/25/2021
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions
Serverless computing has emerged as an attractive deployment option for ...
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02/11/2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
With the rapid evolution of social media, fake news has become a signifi...
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07/23/2020
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams
Many learning tasks involve multi-modal data streams, where continuous d...
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07/07/2020
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media
Although significant effort has been applied to fact-checking, the preva...
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06/18/2020
OMBA: User-Guided Product Representations for Online Market Basket Analysis
Market Basket Analysis (MBA) is a popular technique to identify associat...
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02/11/2020
Image Analysis Enhanced Event Detection from Geo-tagged Tweet Streams
Events detected from social media streams often include early signs of a...
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12/16/2019
Optimal Multi-Level Interval-based Checkpointing for Exascale Stream Processing Systems
State-of-the-art stream processing platforms make use of checkpointing t...
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11/27/2019
A Utilization Model for Optimization of Checkpoint Intervals in Distributed Stream Processing Systems
State-of-the-art distributed stream processing systems such as Apache Fl...
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10/23/2019
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity
Building spatiotemporal activity models for people's activities in urban...
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03/14/2016