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ORCIDIan Beaver
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2020 – today
- 2024
[j6]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): 1418-1431 (2024)- [c16]Grant Anderson, Emma Hart, Dimitra Gkatzia, Ian Beaver:
Automated Human-Readable Label Generation in Open Intent Discovery. INTERSPEECH 2024 - [c15]Grant Anderson, Emma Hart, Dimitra Gkatzia, Ian Beaver:
An Open Intent Discovery Evaluation Framework. SIGDIAL 2024: 760-769 - 2023
- [i6]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 abs/2312.10301 (2023) - 2022
- [j5]Ian Beaver:
The Success of Conversational AI and the AI Evaluation Challenge It Reveals. AI Mag. 43(1): 139-141 (2022) - [j4]Ian Beaver:
Is AI at Human Parity Yet? A Case Study on Speech Recognition. AI Mag. 43(4): 386-389 (2022) - [c14]Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract). IJCAI 2022: 5737-5741 - [i5]Xinyu Chen, Ian Beaver:
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts. CoRR abs/2202.00802 (2022) - [i4]Xinyu Chen, Ian Beaver:
A Flexible Clustering Pipeline for Mining Text Intentions. CoRR abs/2202.01211 (2022) - 2021
- [j3]Ian Beaver, Abdullah Mueen:
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI. AI Mag. 42(4): 29-42 (2021) - [j2]Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms. J. Artif. Intell. Res. 72: 849-899 (2021) - [c13]Cynthia Freeman, Ian Beaver, Abdullah Mueen:
Detecting Anomalies in Sequences of Short Text Using Iterative Language Models. FLAIRS 2021 - [c12]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 2021 - [i3]Abhyuday Desai, Cynthia Freeman, Zuhui Wang, Ian Beaver:
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation. CoRR abs/2111.08095 (2021) - 2020
- [c11]Ian Beaver, Cynthia Freeman, Abdullah Mueen:
Towards Awareness of Human Relational Strategies in Virtual Agents. AAAI 2020: 2602-2610 - [c10]Ian Beaver, Abdullah Mueen:
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy. AAAI 2020: 13140-13147 - [c9]Xinyu Chen, Ian Beaver, Cynthia Freeman:
Fine-Tuning Language Models For Semi-Supervised Text Mining. IEEE BigData 2020: 3608-3617 - [c8]Timothy Hewitt, Ian Beaver:
A Case Study of User Communication Styles with Customer Service Agents versus Intelligent Virtual Agents. SIGdial 2020: 79-85 - no results
2010 – 2019
- 2019
- [c7]Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison of Online Anomaly Detection Algorithms. FLAIRS 2019: 364-369 - 2018
- [j1]Cynthia Freeman, Ian Beaver:
The effect of response complexity and media on user restatement with multimodal virtual assistants. Int. J. Hum. Comput. Stud. 119: 12-27 (2018) - [i2]Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal, Ian Beaver, Abdullah Mueen:
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. CoRR abs/1808.02113 (2018) - 2017
- [c6]Cynthia Freeman, Ian Beaver:
Online Proactive Escalation in Multi-Modal Automated Assistants. FLAIRS 2017: 215-220 - [i1]Ian Beaver, Cynthia Freeman, Abdullah Mueen:
An Annotated Corpus of Relational Strategies in Customer Service. CoRR abs/1708.05449 (2017) - 2016
- [c5]Ian Beaver, Cynthia Freeman:
Prioritization of Risky Chats for Intent Classifier Improvement. FLAIRS 2016: 167-172 - [c4]Ian Beaver, Cynthia Freeman:
Detection of User Escalation in Human-Computer Interactions. INTERSPEECH 2016: 2075-2079 - [c3]Ian Beaver, Cynthia Freeman:
Analysis of user behavior with multimodal virtual customer service agents. SLT 2016: 585-591 - 2014
- [c2]Ian Beaver, Joe Dumoulin:
Scaling User Preference Learning in Near Real-Time to Large Datasets. MAICS 2014: 68-73 - 2013
- [c1]Ian Beaver, Joe Dumoulin:
Applying MapReduce to Learning User Preferences in Near Real-Time. ICCBR 2013: 15-28 - no results
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