OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors

Authors: Ekta Gujral and Evangelos Papalexakis

Spatio-Temporal Functional Neural Networks

Authors: Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani and Chetan Gupta

AdvPL: Adversarial Personalized Learning

Authors: Wei Du and Xintao Wu

Joint Bayesian Variable Selection and Graph Estimation for Non-linear SVM with Application to Genomics Data

Authors: Wenli Sun, Changgee Chang and Qi Long

CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual Reinforcement

Authors: Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee and Philips Kokoh Prasetyo

Accurately Quantifying a Billion Instances per Second

Authors: Waqar Hassan, André Maletzke and Gustavo Batista

Body Pose and Deep Hand-shape Feature Based American Sign Language Recognition

Authors: Al Amin Hosain, Panneer Selvam Santhalingam, Parth Pathak, Huzefa Rangwala and Jana Kosecka

Ensemble of Hierarchical Temporal Memory for Anomaly Detection

Authors: Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le and Ali A. Ghorbani

Optimal Data Placement for Data-Centric Algorithms on NVM-Based Hybrid Memory

Authors: Yongping Luo, Peiquan Jin and Shouhong Wan

MRSweep: Distributed In-Memory Sweep-line for Scalable Object Intersection Problems

Authors: Tilemachos Pechlivanoglou, Mahmoud Alsaeed and Manos Papagelis

Economic Worth-Aware Word Embeddings

Authors: Yusan Lin, Peifeng Yin and Wang-Chien Lee

SesameBERT: Attention for Anywhere

Authors: Ta-Chun Su and Hsiang-Chih Cheng

Information Exposure From Relational Background Knowledge on Social Media

Authors: Shuo Liu, Lisa Singh and Kevin Tian

Sequence Learning with Side Dependencies

Authors: Zhiwei Wang, Hui Liu, Gale Yan Huang and Zitao Liu

Period Estimation For Incomplete Time Series

Authors: Lin Zhang and Petko Bogdanov

Bayesian Estimation of the Effect of Television Advertising on Web Metrics

Authors: Ritwik Sinha, Shiv Saini, Moumita Sinha and David Arbour

Data Profiling Method for Metadata Management

Authors: Kazuhide Aikoh, Yuya Isoda and Ken Sugimoto

Classification Between Machine Translated Text and Original Text By Part Of Speech Tagging Representation

Author: Nancirose Piazza

An Adaptive Utilization of Convolution Matrix method on Neuron Cell Segmentation with an Application Interface to Aid the Understanding of How Money Recall Works

Authors: Neeraj Rattehalli and Ishan Jain

DermaDetect: A computer vision model for an accurate diagnosis of skin conditions and rashes

Author: Siddharth Sharma

Cluster Quality Analysis Using Silhouette Score

Authors: Ketan Rajshekhar Shahapure and Charles Nicholas

Building Multiclass Classification Baselines for Anomaly-based Network Intrusion Detection Systems

Authors: Ajay Shah, Sophine Clachar, Davis Cook and Manfred Minimair

Towards An Empirical and Theoretical Evaluation of Gradient Based Approaches for finding Kernel Minimum Enclosing Balls

Authors: Hanna Kondratiuk and Rafet Sifa

Measuring Indirect External Threat: A Time Series Sentiment Analysis of NATO Resolutions

Author: Erik Fay

The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price Prediction

Authors: Yi Wei and Vipin Chaudhary

Generalized Isolation Forest: Some Theory and More Applications

Authors: Sebastian Buschjager, Philipp-Jan Honysz, Katharina Morik

Using Network Features for Credit Scoring in MicroFinance

Authors: Paulo Paraiso, Saulo Ruiz, Pedro Gomes, Luis Rodrigues, Joao Gama

Incremental Learning Strategies for Credit Cards Fraud Detection

Authors: B. Lebichot, G. M. Paldino, W. Siblini, L. He-Guelton, F. Oble, G. Bontempi

Linking Bank Clients Using Graph Neural Networks Powered by Rich Transactional Data

Authors: Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov

Big Data Quality Prediction on Banking Applications

Authors: Ka Yee. Wong, Raymond K. Wong

Cryptocurrencies Asset Pricing via Machine Learning

Author: Qiyu Wang

Stress Prediction from Head Motion

Authors: Hitoshi Kusano, Yuji Horiguchi, Yukino Baba and Hisashi Kashima

Embedding for Anomaly Detection on Health Insurance Claims

Authors: Jiaqi Lu, Benjamin C. M. Fung and William K. Cheung

HANKE: Hierarchical Attention Networks for Knowledge Extraction in Political Science Domain

Authors: Erick Skorupa Parolin, Latifur Khan, Vito D'Orazio, Javier Osorio, Patrick Brandt and Jennifer Holmes

Driving with Data in the Motor City: Understanding and Predicting Fleet Maintenance Patterns

Authors: Josh Gardner, Jawad Mroueh, Natalia Jenuwine, Noah Waverdyck, Samuel Krassenstein, Arya Farahi and Danai Koutra

Boosting Fashion Image Attributes Classification Performance with MT-GAN Training Technique

Authors: Qun Li, Changbo Hu, Keng-Hao Chang and Ruofei Zhang

Matching Research Publications to the United Nations' Sustainable Development Goals by Multi-Label-Learning with Hierarchical Categories

Authors: Rui Zhang, Maéva Vignes, Ulrich Steiner and Arthur Zimek

Cardea: An Open Automated Machine Learning Framework forElectronic Health Records

Authors: Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Donyu Liu, Mansour Alsaleh and Kalyan Veeramachaneni

Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network

Authors: Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae and Michael Cochez

Probability of default estimation,with a reject option

Authors: Lize Coenen, Ahmed K.A. Abdullah and Tias Guns

Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection

Authors: Fares Meghdouri, Felix Iglesias and Tanja Zseby

Precision Coupon Targeting with Dynamic Customer Triage

Authors: Chuanren Liu and Wenxiang Zhu

RIC-NN: A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy

Authors: Kei Nakagawa, Masaya Abe and Junpei Komiyama

Automating and Analyzing Whole-Farm Carbon Models

Authors: Aditi Maheshwari, Curtis Dyreson, Jennifer Reeve, Vishal Sharma and Anthony Whaley

Profiling US Restaurants from Billions of Payment Card Transactions

Authors: Himel Dev and Hossein Hamooni

Why Should I Trust This Item? Explaining the Recommendations of any Model

Authors: Corentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin and Martin Atzmueller

Using Data Science to Improve the Identification of Plant Nutritional Status

Authors: David Condaminet, Albrecht Zimmermann, Bastien Billiot, Bruno Cremilleux and Sylvain Pluchon

A Distance Metric for Sets of Events

Authors: Raphael Sahann, Claudia Plant and Torsten Möller

Interactive Machine Learning Tool for Clustering in Visual Analytics

Authors: Michael Thrun, Felix Pape and Alfred Ultsch