Ian Beaver

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Lossless Compression

Anomaly Detection

Top Venues

FLAIRS Conference

Publications

Xinyu Chen, Jiannan Tian, Ian Beaver, Cynthia Freeman, Yan Yan, Jianguo Wang, Dingwen Tao
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-point Data. Proc. VLDB Endow. 17 (6) (2024)
Xinyu Chen, Jiannan Tian, Ian Beaver, Cynthia Freeman, Yan Yan, Jianguo Wang, Dingwen Tao
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data. CoRR (2023)
Ian Beaver
The Success of Conversational AI and the AI Evaluation Challenge It Reveals. AI Mag. 43 (1) (2022)
Xinyu Chen, Ian Beaver
A Flexible Clustering Pipeline for Mining Text Intentions. CoRR (2022)
Ian Beaver
Is AI at Human Parity Yet? A Case Study on Speech Recognition. AI Mag. 43 (4) (2022)
Xinyu Chen, Ian Beaver
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts. CoRR (2022)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract). IJCAI (2022)
Cynthia Freeman, Ian Beaver, Abdullah Mueen
Detecting Anomalies in Sequences of Short Text Using Iterative Language Models. FLAIRS Conference (2021)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms. J. Artif. Intell. Res. 72 (2021)
Abhyuday Desai, Cynthia Freeman, Zuhui Wang, Ian Beaver
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation. CoRR (2021)
Ian Beaver, Abdullah Mueen
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI. AI Mag. 42 (4) (2021)
Cynthia Freeman, Ian Beaver, Abdullah Mueen
Improving Univariate Time Series Anomaly Detection Through Automatic Algorithm Selection and Human-in-the-Loop False-Positive Removement. FLAIRS Conference (2021)
Ian Beaver, Cynthia Freeman, Abdullah Mueen
Towards Awareness of Human Relational Strategies in Virtual Agents. AAAI (2020)
Xinyu Chen, Ian Beaver, Cynthia Freeman
Fine-Tuning Language Models For Semi-Supervised Text Mining. IEEE BigData (2020)
Timothy Hewitt, Ian Beaver
A Case Study of User Communication Styles with Customer Service Agents versus Intelligent Virtual Agents. SIGdial (2020)
Ian Beaver, Abdullah Mueen
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy. AAAI (2020)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison of Online Anomaly Detection Algorithms. FLAIRS Conference (2019)
Cynthia Freeman, Ian Beaver
The effect of response complexity and media on user restatement with multimodal virtual assistants. Int. J. Hum. Comput. Stud. 119 (2018)
Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal, Ian Beaver, Abdullah Mueen
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. CoRR (2018)
Cynthia Freeman, Ian Beaver
Online Proactive Escalation in Multi-Modal Automated Assistants. FLAIRS Conference (2017)
Ian Beaver, Cynthia Freeman, Abdullah Mueen
An Annotated Corpus of Relational Strategies in Customer Service. CoRR (2017)
Ian Beaver, Cynthia Freeman
Analysis of user behavior with multimodal virtual customer service agents. SLT (2016)
Ian Beaver, Cynthia Freeman
Detection of User Escalation in Human-Computer Interactions. INTERSPEECH (2016)
Ian Beaver, Cynthia Freeman
Prioritization of Risky Chats for Intent Classifier Improvement. FLAIRS Conference (2016)
Ian Beaver, Joe Dumoulin
Scaling User Preference Learning in Near Real-Time to Large Datasets. MAICS (2014)
Ian Beaver, Joe Dumoulin
Applying MapReduce to Learning User Preferences in Near Real-Time. ICCBR (2013)