Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence
(IAAI-21)

Thursday, February 4 – Saturday, February 6

Invited Presentations
IAAI-21 Poster Presentation Schedule

The Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21) is a venue for papers describing highly innovative realizations of AI technology. The objective of the conference is to showcase successful applications and novel uses of AI. The conference will use technical papers, best practice papers, invited talks, and panel discussions to explore issues, methods, and lessons learned in the development and deployment of AI applications; and to promote an interchange of ideas between basic and applied AI and the discourse on the actual deployment of AI in practice.

Prerecording of accepted IAAI-21 papers are available and all IAAI authors have been asked to participate in the conference-wide poster session. The schedule of posters is listed below. Each poster will be available during all three time segments on the day it is scheduled, although authors will select the timezones most convenient for them to be present.

All deployed applications will receive an IAAI-21 Award Certificate.

IAAI also features the Robert S. Engelmore Memorial Award Lecture by Tuomas Sandholm and the IAAI-21 / AAAI-21 Joint Invited Talk by Kai-Fu Lee.

Neil Yorke-Smith and Meinolf Sellmann
IAAI-21 Conference Cochairs

Invited Presentations

Robert S. Engelmore Memorial Award Lecture
Tuomas Sandholm (Carnegie Mellon University, Optimized Markets, Inc., Strategy Robot, Inc., Strategic Machine, Inc.)

IAAI-21/AAAI-21 Joint Invited Speaker
Dr. Kai-Fu Lee (Sinoventures, China)
Title: AI Infusion Investment Outlook

AI in Practice Panels

February 4, 5, and 6
10:30 – 11:30 AM PT each day
AI in Practice Program

IAAI-21 Poster Presentation Schedule

Poster presentations will fall in the following time slots, February 4-6:

8:45 – 10:30 AM PST
4:45 – 6:30 PM PST
12:45 – 2:30 AM PST

THURSDAY, FEBRUARY 4

Aerospace

IAAI-74: Shape-Based Feature Engineering for Solar Flare Prediction (EMERGING)
Varad Deshmukh, Thomas Berger, James Meiss, Elizabeth Bradley

IAAI-132: Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances (DEPLOYED)
Kiri Wagstaff, Steven Lu, Emily Dunkel, Kevin Grimes, Brandon Zhao, Jesse Cai, Shoshanna B. Cole, Gary Doran, Raymond Francis, Jake Lee, Lukas Mandrake

IAAI-171: Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning (EMERGING)
Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel

Commerce

IAAI-23: Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-to-Rank (DEPLOYED)
Anxiang Zeng, Han Yu, Hualin He, Yabo Ni, Yongliang Li, Jingren Zhou, Chunyan Miao

IAAI-84: Comparison Lift: Bandit-Based Experimentation System for Online Advertising (DEPLOYED)
Tong Geng, Xiliang Lin, Harikesh S. Nair, Jun Hao, Bin Xiang, Shurui Fan

IAAI-87: Reinforcement Learning-Based Product Delivery Frequency Control (EMERGING)
Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang

IAAI-92: Automated Reasoning and Learning for Automated Payroll Management (DEPLOYED)
Sebastijan Dumancic, Wannes Meert, Stijn Goethals, Tim Stuyckens, Jelle Huygen, Koen Denies

IAAI-93: Tool for Automated Tax Coding of Invoices (DEPLOYED)
Tarun Tater, Sampath Dechu, Neelamadhav Gantayat, Meena Guptha, Sivakumar Narayanan

IAAI-101: Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning (EMERGING)
Jonas Sonntag, Michael Engel, Lars Schmidt-Thieme

IAAI-140: An End-to-End Solution for Named Entity Recognition in eCommerce Search (DEPLOYED)
Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange, Priyanka Goyal, Thomas Packer, Faizan Javed

IAAI-179: Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes (EMERGING)
Rajdeep Hazra Banerjee, Abhinav Ravi, Ujjal Kr Dutta

IAAI-190: Using Unsupervised Learning for Data-Driven Procurement Demand Aggregation (DEPLOYED)
Eran Shaham, Adam Westerski, Rajaraman Kanagasabai, Amudha Narayanan, Samuel Ong, Jiayu Wong, Manjeet Singh

Security

IAAI-98: A Novel AI-Based Methodology for Identifying Cyber Attacks in Honey Pots (EMERGING)
Muhammed AbuOdeh, Christian Adkins, Omid Setayeshfar, Prashant Doshi, Kyu H. Lee

IAAI-113: Using Online Planning and Acting to Recover from Cyberattacks on Software-Defined Networks (EMERGING)
Sunandita Patra, Alexander Velazquez, Myong Kang, Dana Nau

IAAI-142: Data-Driven Multimodal Patrol Planning for Anti-Poaching (EMERGING)
Weizhe Chen, Weinan Zhang, Duo Liu, Weiping Li, Xiaojun Shi, Fei Fang

FRIDAY, FEBRUARY 5

General

IAAI-104: Personalizing Individual Comfort in the Group Setting (EMERGING)
Emil Laftchiev, Diego Romeres, Daniel Nikovski

Engineering

IAAI-100: An Automated Engineering Assistant: Learning Parsers for Technical Drawings (DEPLOYED)
Dries Van Daele, Nicholas Decleyre, Herman Dubois, Wannes Meert

IAAI-105: Device Fabrication Knowledge Extraction from Materials Science Literature (EMERGING)
Neelanshi Wadhwa, Sarath S, Sapan Shah, Sreedhar Reddy, Pritwish Mitra, Deepak Jain, Beena Rai

IAAI-165: Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems (EMERGING) Ahmad Maroof Karimi, Yinghui Wu, Mehmet Koyuturk, Roger H. French

IAAI-176: Topological Machine Learning Methods for Power System Responses to Contingencies (EMERGING)
Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng, Yulia R. Gel

Knowledge

IAAI-21: JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase (EMERGING)
Wanying Ding, Vinay K. Chaudhri, Naren Chittar, Krihshna Konakanchi

IAAI-37: Representing the Unification of Text Featurization Using a Context-Free Grammar (TOOL)
Doruk Kilitcioglu, Serdar Kadioglu

IAAI-59: Ontology-Enriched Query Answering on Relational Databases (EMERGING)
Shqiponja Ahmetaj, Vasilis Efthymiou, Ronald Fagin, Phokion G. Kolaitis, Chuan Lei, Fatma Ozcan, Lucian Popa

IAAI-65: Empirical Best Practices on Using Product-Specific Schema.org (CHALLENGE)
Mayank Kejriwal, Ravi Kiran Selvam, Chien-Chun Ni, Nicolas Torzec

IAAI-119: SKATE: A Natural Language Interface for Encoding Structured Knowledge (EMERGING)
Clifton McFate, Aditya Kalyanpur, Dave Ferrucci, Andrea Bradshaw, Ariel Diertani, David Melville, Lori Moon

IAAI-151: Author Homepage Discovery in CiteSeerX (DEPLOYED)
Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles

IAAI-157: Twitter Event Summarization by Exploiting Semantic Terms and Graph Network (EMERGING)
Quanzhi Li, Qiong Zhang

IAAI-174: A Reciprocal Embedding Framework for Modelling Mutual Preferences (EMERGING)
R. Ramanathan, Nicolas K. Shinada, Michinobu Shimatani, Yuhei Yamaguchi, Junichi Tanaka, Yuta Iizuka, Sucheendra K. Palaniappan

Natural Language Processing

IAAI-89: Robust PDF Document Conversion Using Recurrent Neural Networks (DEPLOYED)
Nikolaos Livathinos, Cesar Berrospi, Maksym Lysak, Viktor Kuropiatnyk, Ahmed Nassar, Andre Carvalho, Michele Dolfi, Christoph Auer, Kasper Dinkla, Peter W. J. Staar

Prediction

IAAI-43: Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model (CHALLENGE)
Ryan Beal, Stuart E. Middleton, Timothy J. Norman, Sarvapali D. Ramchurn

IAAI-55: Predicting Mining Industry Accidents with a Multi-Task Learning Approach (EMERGING)
Rodolfo Palma, Luis Martí, Nayat Sanchez-Pi

SATURDAY, FEBRUARY 6

Artificial Intelligence

IAAI-17: HetSeq: Distributed GPU Training on Heterogeneous Infrastructure (TOOL)
Yifan Ding, Nicholas Botzer, Tim Weninger

IAAI-31: Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database (CHALLENGE)
Sean McGregor

IAAI-60: Finding Needles in Heterogeneous Haystacks (EMERGING)
Bijaya Adhikari, Liangyue Li, Nikhil Rao, Karthik Subbian

IAAI-73: Deeplite Neutrino ™: An End-to-End Framework for Constrained Deep Learning Model Optimization (DEPLOYED)
Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

IAAI-167: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction (EMERGING)
Charles Kantor, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, Hugues Talbot

Bioscience

IAAI-76: Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change (EMERGING)
Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic

IAAI-77: Where There’s Smoke, There’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data (EMERGING)
Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres

IAAI-124: Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans (DEPLOYED)
Rohun Kshirsagar, Li-Yen Hsu, Charles H. Greenberg, Matthew McLelland, Anushadevi Mohan, Wideet Shende, Nicolas P. Tilmans, Min Guo, Ankit Chheda, Meredith Trotter, Shonket Ray, Miguel Alvarado

IAAI-145: Preclinical Stage Alzheimer’s Disease Detection Using Magnetic Resonance Image Scans (DEPLOYED)
Fatih Altay, Guillermo Ramon Sánchez, Yanli James, Stephen V. Faraone, Senem Velipasalar, Asif Salekin

IAAI-146: Path to Automating Ocean Health Monitoring (EMERGING)
Mak Ahmad, J. Scott Penberthy, Abigail Powell

IAAI-149: EeLISA: Combating Global Warming through the Rapid Analysis of Eelgrass Wasting Disease (DEPLOYED)
Brendan H. Rappazzo, Morgan E. Eisenlord, Olivia J. Graham, Lillian R. Aoki, Phoebe D. Dawkins, Drew Harvell, Carla P. Gomes

COVID

IAAI-152: DeepCOVID: An Operational Deep Learning-Driven Framework for Explainable Real-Time COVID-19 Forecasting (EMERGING)
Alexander Rodriguez, Anika Tabassum, Jiaming Cui, Jiajia Xie, Javen Ho, Pulak Agarwal, Bijaya Adhikari, B. Aditya Prakash

IAAI-154: Deep Epidemiological Modeling by Black-Box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19 (EMERGING)
Dongdong Wang, Shunpu Zhang, Liqiang Wang

Driving

IAAI-34: VRU Pose-SSD: Multiperson Pose Estimation for Automated Driving (EMERGING)
Chandan Kumar, Jayanth Ramesh, Bodhisattwa Chakraborty, Renjith Raman, Christoph Weinrich, Anurag Mundhada, Arjun Jain, Fabian B. Flohr

Intelligent Technology

IAAI-99: Carbon to Diamond: An Incident Remediation Assistant System from SiteReliability Engineers’ Conversations in Hybrid Cloud Operations (EMERGING)
Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad

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