Papers
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
Gilbert Lim, Zhan Wei Lim, Dejiang Xu et al.
Profiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling
Ugur Kuter, Brian Kettler, Katherine Guo et al.
VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System
Abhinav Kumar, Aishwarya Gupta, Bishal Santra et al.
Robust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation
Saiprasad Koturwar, Soma Shiraishi, Kota Iwamoto
Novelty Detection for Multispectral Images with Application to Planetary Exploration
Hannah R Kerner, Danika F Wellington, Kiri L Wagstaff et al.
Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols
Samuel Jero, Maria Leonor Pacheco, Dan Goldwasser et al.
A Machine Learning Suite for Machine Components’ Health-Monitoring
Ramin Hasani, Guodong Wang, Radu Grosu
Logistic Regression on Homomorphic Encrypted Data at Scale
Kyoohyung Han, Seungwan Hong, Jung Hee Cheon et al.
Automatic Generation of Chinese Short Product Titles for Mobile Display
Yu Gong, Xusheng Luo, Kenny Q. Zhu et al.
Satellite Detection of Moving Vessels in Marine Environments
Natalie Fridman, Doron Amir, Yinon Douchan et al.
DeBGUer: A Tool for Bug Prediction and Diagnosis
Amir Elmishali, Roni Stern, Meir Kalech
Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters
Srija Chakraborty, Subhasish Das, Ayan Banerjee et al.
A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes
Anna Paola Carrieri, Will PM Rowe, Martyn Winn et al.
Anomaly Detection Using Autoencoders in High Performance Computing Systems
Andrea Borghesi, Andrea Bartolini, Michele Lombardi et al.
Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces
Joseph Bockhorst, Devin Conathan, Glenn M Fung
Querying NoSQL with Deep Learning to Answer Natural Language Questions
Sebastian Blank, Florian Wilhelm, Hans-Peter Zorn et al.
Early-Stopping of Scattering Pattern Observation with Bayesian Modeling
Akinori Asahara, Hidekazu Morita, Chiharu Mitsumata et al.
Linking Educational Resources on Data Science
José Luis Ambite, Jonathan Gordon, Lily Fierro et al.
Remote Management of Boundary Protection Devices with Information Restrictions
Aaron Adler, Peter Samouelian, Michael Atighetchi et al.
Grading Uncompilable Programs
Rohit Takhar, Varun Aggarwal
Automated Dispatch of Helpdesk Email Tickets: Pushing the Limits with AI
Atri Mandal, Nikhil Malhotra, Shivali Agarwal et al.
Transforming Underwriting in the Life Insurance Industry
Marc Maier, Hayley Carlotto, Freddie Sanchez et al.
Large Scale Personalized Categorization of Financial Transactions
Christopher Lesner, Alexander Ran, Marko Rukonic et al.
Calibrated Stochastic Gradient Descent for Convolutional Neural Networks
Li’an Zhuo, Baochang Zhang, Chen Chen et al.