Proceedings of the Thirty-First Innovative Applications of Artificial Intelligence Conference
Sponsored by the Association for the Advancement of Artificial Intelligence
Edited by Karen Myers (Program Chair)
January 28 – 30, 2019, Honolulu, Hawaii 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 Papers: Deployed Papers
A Genetic Algorithm for Finding a Small and Diverse Set of Recent News Stories on a Given Subject: How We Generate AAAI’s AI-Alert
Joshua Eckroth, Eric Schoen
Pages 9357-9364 |
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Large Scale Personalized Categorization of Financial Transactions
Christopher Lesner, Alexander Ran, Marko Rukonic, Wei Wang
Pages 9365-9372 |
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Transforming Underwriting in the Life Insurance Industry
Marc Maier, Hayley Carlotto, Freddie Sanchez, Sherriff Balogun, Sears Merritt
Pages 9373-9380 |
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Automated Dispatch of Helpdesk Email Tickets: Pushing the Limits with AI
Atri Mandal, Nikhil Malhotra, Shivali Agarwal, Anupama Ray, Giriprasad Sridhara
Pages 9381-9388 |
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Grading Uncompilable Programs
Rohit Takhar, Varun Aggarwal
Pages 9389-9396 |
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IAAI Technical Papers: Emerging Papers
Remote Management of Boundary Protection Devices with Information Restrictions
Aaron Adler, Peter Samouelian, Michael Atighetchi, Yat Fu
Pages 9398-9403 |
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Linking Educational Resources on Data Science
José Luis Ambite, Jonathan Gordon, Lily Fierro, Gully Burns, Joel Mathew
Pages 9404-9409 |
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Early-Stopping of Scattering Pattern Observation with Bayesian Modeling
Akinori Asahara, Hidekazu Morita, Chiharu Mitsumata, Kanta Ono, Masao Yano, Tetsuya Shoji
Pages 9410-9415 |
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Querying NoSQL with Deep Learning to Answer Natural Language Questions
Sebastian Blank, Florian Wilhelm, Hans-Peter Zorn, Achim Rettinger
Pages 9416-9421 |
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Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces
Joseph Bockhorst, Devin Conathan, Glenn M Fung
Pages 9422-9427 |
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Anomaly Detection Using Autoencoders in High Performance Computing Systems
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
Pages 9428-9433 |
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A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes
Anna Paola Carrieri, Will PM Rowe, Martyn Winn, Edward O. Pyzer-Knapp
Pages 9434-9439 |
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Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters
Srija Chakraborty, Subhasish Das, Ayan Banerjee, Sandeep K. S. Gupta, Philip R. Christensen
Pages 9440-9445 |
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DeBGUer: A Tool for Bug Prediction and Diagnosis
Amir Elmishali, Roni Stern, Meir Kalech
Pages 9446-9451 |
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Satellite Detection of Moving Vessels in Marine Environments
Natalie Fridman, Doron Amir, Yinon Douchan, Noa Agmon
Pages 9452-9459 |
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Automatic Generation of Chinese Short Product Titles for Mobile Display
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan
Pages 9460-9465 |
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Logistic Regression on Homomorphic Encrypted Data at Scale
Kyoohyung Han, Seungwan Hong, Jung Hee Cheon, Daejun Park
Pages 9466-9471 |
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A Machine Learning Suite for Machine Components’ Health-Monitoring
Ramin Hasani, Guodong Wang, Radu Grosu
Pages 9472-9477 |
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Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols
Samuel Jero, Maria Leonor Pacheco, Dan Goldwasser, Cristina Nita-Rotaru
Pages 9478-9483 |
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Novelty Detection for Multispectral Images with Application to Planetary Exploration
Hannah R Kerner, Danika F Wellington, Kiri L Wagstaff, James F Bell, Chiman Kwan, Heni Ben Amor
Pages 9484-9491 |
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Robust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation
Saiprasad Koturwar, Soma Shiraishi, Kota Iwamoto
Pages 9492-9497 |
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VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System
Abhinav Kumar, Aishwarya Gupta, Bishal Santra, KS Lalitha, Manasa Kolla, Mayank Gupta, Rishabh Singh
Pages 9498-9503 |
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Profiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling
Ugur Kuter, Brian Kettler, Katherine Guo, Martin Hofmann, Valerie Champagne, Kurt Lachevet, Jennifer Lautenschlager, Robert P. Goldman, Luis Asencios, Josh Hamell
Pages 9504-9509 |
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Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
Gilbert Lim, Zhan Wei Lim, Dejiang Xu, Daniel S.W. Ting, Tien Yin Wong, Mong Li Lee, Wynne Hsu
Pages 9510-9515 |
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Building Trust in Deep Learning System towards Automated Disease Detection
Zhan Wei Lim, Mong Li Lee, Wynne Hsu, Tien Yin Wong
Pages 9516-9521 |
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Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age
Yu Lu, Xi Zhang, Xianghua Fu, Fangxiong Chen, Kelvin K. L. Wong
Pages 9522-9527 |
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Bootstrapping Conversational Agents with Weak Supervision
Neil Mallinar, Abhishek Shah, Rajendra Ugrani, Ayush Gupta, Manikandan Gurusankar, Tin Kam Ho, Q. Vera Liao, Yunfeng Zhang, Rachel K.E. Bellamy, Robert Yates, Chris Desmarais, Blake McGregor
Pages 9528-9533 |
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Context-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation
Stéphane Martin, Boi Faltings, Vincent Schickel
Pages 9534-9540 |
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Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines
Nicholas McCarthy, Mohammad Karzand, Freddy Lecue
Pages 9541-9546 |
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Tagging Address Queries in Maps Search
Shekoofeh Mokhtari, Ahmad Mahmoody, Dragomir Yankov, Ning Xie
Pages 9547-9551 |
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Identifying Semantics in Clinical Reports Using Neural Machine Translation
Srikanth Mujjiga, Vamsi Krishna, Kalyan Chakravarthi, Vijayananda J
Pages 9552-9557 |
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Artificial Counselor System for Stock Investment
Hadi NekoeiQachkanloo, Benyamin Ghojogh, Ali Saheb Pasand, Mark Crowley
Pages 9558-9564 |
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Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications
Galia Nordon, Gideon Koren, Varda Shalev, Eric Horvitz, Kira Radinsky
Pages 9565-9572 |
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Discovering Temporal Patterns from Insurance Interaction Data
Maleeha Qazi, Srinivas Tunuguntla, Peng Lee, Teja Kanchinadam, Glenn Fung, Neeraj Arora
Pages 9573-9580 |
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Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms
Xin Qiu, Risto Miikkulainen
Pages 9581-9588 |
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Inferring Concept Prerequisite Relations from Online Educational Resources
Sudeshna Roy, Meghana Madhyastha, Sheril Lawrence, Vaibhav Rajan
Pages 9589-9594 |
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Forecasting Intra-Hour Imbalances in Electric Power Systems
Tárik S. Salem, Karan Kathuria, Heri Ramampiaro, Helge Langseth
Pages 9595-9600 |
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Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets
Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles
Pages 9601-9606 |
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DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information
Lijing Wang, Jiangzhuo Chen, Madhav Marathe
Pages 9607-9612 |
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Early Detection of Vacant Parking Spaces Using Dashcam Videos
Ming-Che Wu, Mei-Chen Yeh
Pages 9613-9618 |
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eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing
H. Zhang, A. Magooda, D. Litman, R. Correnti, E. Wang, L.C. Matsmura, E. Howe, R. Quintana
Pages 9619-9625 |
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