Proceedings of the Thirty-Second Innovative Applications of Artificial Intelligence Conference
Sponsored by the Association for the Advancement of Artificial Intelligence
Edited by Ruchir Puri( (Chair) and Neil Yorke-Smith (Cochair)
February 9 – 11, 2020, New York, New York USA. Published by The AAAI Press, Palo Alto, California.
Papers in the IAAI proceedings are contained within the larger AAAI Proceedings on Artificial Intelligence
Contents
IAAI Technical Track: Deployed Papers
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy
Ian Beaver, Abdullah Mueen
Pages 13140-13147 |
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Day-Ahead Forecasting of Losses in the Distribution Network
Nisha Dalal, Martin Mølnå, Mette Herrem, Magne Røen, Odd Erik Gundersen
Pages 13148-13155 |
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Understanding Chat Messages for Sticker Recommendation in Messaging Apps
Abhishek Laddha, Mohamed Hanoosh, Debdoot Mukherjee, Parth Patwa, Ankur Narang
Pages 13156-13163 |
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Embedding Convolution Neural Network-Based Defect Finder for Deployed Vision Inspector in Manufacturing Company Frontec
Kyoung Jun Lee, Jun Woo Kwon, Soohong Min, Jungho Yoon
Pages 13164-13171 |
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FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang
Pages 13172-13179 |
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Feedback-Based Self-Learning in Large-Scale Conversational AI Agents
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
Pages 13180-13187 |
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How Machine Learning is Improving U.S. Navy Customer Support
Michael Powell, Jamison A Rotz, Kevin D O’Malley
Pages 13188-13195 |
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Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain
Anupama Ray, Pooja Aggarwal, Csaba Hadhazi, Gargi Dasgupta, Amit Paradkar
Pages 13196-13203 |
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Clarity: Data-Driven Automatic Assessment of Product Competitiveness
Sheema Usmani, Mariana Bernagozzi, Yufeng Huang, Michelle Morales, Amir Sabet Sarvestani, Biplav Srivastava
Pages 13204-13211 |
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Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection
Anxiang Zeng, Han Yu, Qing Da, Yusen Zan, Chunyan Miao
Pages 13212-13219 |
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PIDS: An Intelligent Electric Power Management Platform
Yongqing Zheng, Han Yu, Yuliang Shi, Kun Zhang, Shuai Zhen, Lizhen Cui, Cyril Leung, Chunyan Miao
Pages 13220-13227 |
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IAAI Technical Track: Emerging Papers
Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting
Antonio Bevilacqua, Giovanni Ciampi, Rob Argent, Brian Caulfield, Tahar Kechadi
Pages 13229-13234 |
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Did That Lost Ballot Box Cost Me a Seat? Computing Manipulations of STV Elections
Michelle Blom, Andrew Conway, Peter J. Stuckey, Vanessa J. Teague
Pages 13235-13240 |
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Probabilistic Super Resolution for Mineral Spectroscopy
Alberto Candela, David R. Thompson, David Wettergreen, Kerry Cawse-Nicholson, Sven Geier, Michael L. Eastwood, Robert O. Green
Pages 13241-13247 |
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Detecting Suspicious Timber Trades
Debanjan Datta, M. Raihanul Islam, Nathan Self, Amelia Meadows, John Simeone, Willow Outhwaite, Chen Hin Keong, Amy Smith, Linda Walker, Naren Ramakrishnan
Pages 13248-13254 |
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Automatic Building and Labeling of HD Maps with Deep Learning
Mahdi Elhousni, Yecheng Lyu, Ziming Zhang, Xinming Huang
Pages 13255-13260 |
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Analog Accelerator for Simulation and Diagnostics
Alexander Feldman, Ion Matei, Emil Totev, Johan de Kleer
Pages 13261-13266 |
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Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation
Alex Foo, Wynne Hsu, Mong Li Lee, Gilbert Lim, Tien Yin Wong
Pages 13267-13272 |
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Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments
Tong Geng, Xiliang Lin, Harikesh S. Nair
Pages 13273-13279 |
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Improving ECG Classification Using Generative Adversarial Networks
Tomer Golany, Gal Lavee, Shai Tejman Yarden, Kira Radinsky
Pages 13280-13285 |
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Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation
Akshay Gugnani, Hemant Misra
Pages 13286-13293 |
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Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks
Hangzhi Guo, Alexander Woodruff, Amulya Yadav
Pages 13294-13299 |
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A Machine Learning Approach to Identify Houses with High Lead Tap Water Concentrations
Seyedsaeed Hajiseyedjavadi, Michael Blackhurst, Hassan A Karimi
Pages 13300-13305 |
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Calorie Estimation in a Real-World Recipe Service
Jun Harashima, Makoto Hiramatsu, Satoshi Sanjo
Pages 13306-13313 |
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A System for Medical Information Extraction and Verification from Unstructured Text
Damir Juric, Giorgos Stoilos, Andre Melo, Jonathan Moore, Mohammad Khodadadi
Pages 13314-13319 |
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Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory
Hiep V. Le, Tsuyoshi Murata, Masato Iguchi
Pages 13320-13325 |
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Machine-Learning-Based Functional Microcirculation Analysis
Ossama Mahmoud, GH Janssen, Mahmoud R El-Sakka
Pages 13326-13331 |
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Iterative Data Programming for Expanding Text Classification Corpora
Neil Mallinar, Abhishek Shah, Tin Kam Ho, Rajendra Ugrani, Ayush Gupta
Pages 13332-13337 |
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Chemical and Textual Embeddings for Drug Repurposing
Galia Nordon, Levi Gottlieb, Kira Radinsky
Pages 13338-13343 |
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Automated Utterance Generation
Soham Parikh, Quaizar Vohra, Mitul Tiwari
Pages 13344-13349 |
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EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response
Sarah Masud Preum, Sile Shu, Homa Alemzadeh, John A. Stankovic
Pages 13350-13355 |
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GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response
M Arif Rahman, Sarah M. Preum, Ronald Williams, Homa Alemzadeh, John A. Stankovic
Pages 13356-13362 |
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Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK
Zheyuan Ryan Shi, Aaron Schlenker, Brian Hay, Daniel Bittleston, Siyu Gao, Emily Peterson, John Trezza, Fei Fang
Pages 13363-13368 |
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Improving Efficiency of Volunteer-Based Food Rescue Operations
Zheyuan Ryan Shi, Yiwen Yuan, Kimberly Lo, Leah Lizarondo, Fei Fang
Pages 13369-13375 |
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A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications
Shivashankar Subramanian, Ioana Baldini, Sushma Ravichandran, Dmitriy A. Katz-Rogozhnikov, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Kush R. Varshney, Annmarie Wang, Pradeep Mangalath, Laura B. Kleiman
Pages 13369-13381 |
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Kanji Workbook: A Writing-Based Intelligent Tutoring System for Learning Proper Japanese Kanji Writing Technique with Instructor-Emulated Assessment
Paul Taele, Jung In Koh, Tracy Hammond
Pages 13382-13389 |
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Discovery News: A Generic Framework for Financial News Recommendation
Chong Wang, Lisa Kim, Grace Bang, Himani Singh, Russell Kociuba, Steven Pomerville, Xiaomo Liu
Pages 13390-13395 |
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Using Small Business Banking Data for Explainable Credit Risk Scoring
Wei Wang, Christopher Lesner, Alexander Ran, Marko Rukonic, Jason Xue, Eric Shiu
Pages 13396-13401 |
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IAAI Technical: Challenge Papers
AI Trust in Business Processes: The Need for Process-Aware Explanations
Steve T.K. Jan, Vatche Ishakian, Vinod Muthusamy
Pages 13403-13404 |
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