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21st IRI 2020: Las Vegas, NV, USA
- 21st International Conference on Information Reuse and Integration for Data Science, IRI 2020, Las Vegas, NV, USA, August 11-13, 2020. IEEE 2020, ISBN 978-1-7281-1054-7
- Kanwardeep Singh Walia, Shweta Shenoy, Yuan Cheng
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An Empirical Analysis on the Usability and Security of Passwords. 1-8 - Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar:
Detection Methods of Slow Read DoS Using Full Packet Capture Data. 9-16 - Lydia Bouzar-Benlabiod, Stuart H. Rubin, Kahina Belaidi, Nour El Houda Haddar:
RNN-VED for Reducing False Positive Alerts in Host-based Anomaly Detection Systems. 17-24 - Ibrahim Yilmaz, Rahat Masum, Ambareen Siraj:
Addressing Imbalanced Data Problem with Generative Adversarial Network For Intrusion Detection. 25-30 - Bo Ma, Jinsong Wu, William Liu, Luca Chiaraviglio, Xing Ming:
Combating Hard or Soft Disasters with Privacy-Preserving Federated Mobile Buses-and-Drones based Networks. 31-36 - Tyler Westland, Nan Niu, Rashmi Jha, David Kapp, Temesguen Kebede:
Relating the Empirical Foundations of Attack Generation and Vulnerability Discovery. 37-44 - Khaled Rabieh, Suat Mercan, Kemal Akkaya, Vashish Baboolal, Ramazan Savas Aygün:
Privacy-Preserving and Efficient Sharing of Drone Videos in Public Safety Scenarios using Proxy Re-encryption. 45-52 - Ameur Bensefia, Chawki Djeddi
Relevance of Grapheme's Shape Complexity in Writer Verification Task. 53-58 - Yaohua Chang, Jin Chen
Multimodal Information Integration for Indoor Navigation Using a Smartphone. 59-66 - Gavindya Jayawardena, Sampath Jayarathna:
Automated Filtering of Eye Gaze Metrics from Dynamic Areas of Interest. 67-74 - Trang Thanh Quynh Le, Thuong-Khanh Tran, Manjeet Rege:
Dynamic image for micro-expression recognition on region-based framework. 75-81 - Fei Zhao
Building Damage Evaluation from Satellite Imagery using Deep Learning. 82-89 - Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma:
Distributed Differentially Private Mutual Information Ranking and Its Applications. 90-96 - John T. Hancock, Taghi M. Khoshgoftaar:
Medicare Fraud Detection using CatBoost. 97-103 - Nuha Zamzami, Pantea Koochemeshkian, Nizar Bouguila:
A Distribution-based Regression for Real-time COVID-19 Cases Detection from Chest X-ray and CT Images. 104-111 - Srikanth Amudala, Samr Ali, Nizar Bouguila:
Background Subtraction with a Hierarchical Pitman-Yor Process Mixture Model of Generalized Gaussian Distributions. 112-119 - Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila:
Fully Bayesian Learning of Multivariate Beta Mixture Models. 120-127 - Zhenhua Liang, Siqi Huang, Xueqing Huang, Rui Cao, Weize Yu:
Post-Click Behaviors Enhanced Recommendation System. 128-135 - Jayesh Patel:
The Democratization of Machine Learning Features. 136-141 - Paromita S. Nitu, Praveen Madiraju, Frank A. Pintar:
Identifying Feature Pattern for Weighted Imbalance Data: A Feature Selection Study for Thoracolumbar Spine Fractures in Crash Injury Research. 142-147 - Alejandro Gabriel Villanueva Zacarias, Rachaa Ghabri, Peter Reimann:
AD4ML: Axiomatic Design to Specify Machine Learning Solutions for Manufacturing. 148-155 - Michael Valdron, Ken Q. Pu:
Data Driven Relational Constraint Programming. 156-163 - Kimberley Hemmings-Jarrett, Terryann Barnett, Julian Jarrett, M. Brian Blake, Denise E. Agosto:
Quality not Quantity! A Qualitative Evaluation and Proposal for Understanding the Depth of Audience "Knowledge" Post Data Extraction. 164-171 - Jiajia Lu, Xiaofeng Di, Luyi Bai:
Approximate Matching of Spatiotemporal RDF Data by Path. 172-179 - Halgurd S. Maghdid
A Novel AI-enabled Framework to Diagnose Coronavirus COVID-19 using Smartphone Embedded Sensors: Design Study. 180-187 - Hajar Emami, Ming Dong, Carri K. Glide-Hurst:
Attention-Guided Generative Adversarial Network to Address Atypical Anatomy in Synthetic CT Generation. 188-193 - James J. Cimino, Wayne H. Liang
Empowering Team Science Across the Translational Spectrum with the UAB Biomedical Research Infrastructure Technology Enhancement (U-BRITE). 194-200 - Priyanka Annapureddy, Md Fitrat Hossain, Thomas Kissane, Wylie Frydrychowicz, Paromita Nitu, Joseph Coelho, Nadiyah Johnson, Praveen Madiraju, Zeno Franco, Katinka Hooyer, Niharika Jain, Mark Flower, Sheikh Iqbal Ahamed:
Predicting PTSD Severity in Veterans from Self-reports for Early Intervention: A Machine Learning Approach. 201-208 - Jahnavi Jonnalagadda
Forecasting Atmospheric Visibility Using Auto Regressive Recurrent Neural Network. 209-215 - Prashanti Maktala, Mahdi Hashemi:
Global Land Temperature Forecasting Using Long Short-Term Memory Network. 216-223 - Justin M. Johnson, Taghi M. Khoshgoftaar:
Semantic Embeddings for Medical Providers and Fraud Detection. 224-230 - Srikanth Vadlamani, Mahdi Hashemi:
Studying the impact of streetlights on street crime rate using geo-statistics. 231-236 - Salim Sazzed
Development of Sentiment Lexicon in Bengali utilizing Corpus and Cross-lingual Resources. 237-244 - Tianyi Wang, Shu-Ching Chen:
Multi-Label Multi-Task Learning with Dynamic Task Weight Balancing. 245-252 - Michael J. Mior
Semantic Data Understanding with Character Level Learning. 253-258 - Maria Diaz, Anand Panangadan:
Natural Language-based Integration of Online Review Datasets for Identification of Sex Trafficking Businesses. 259-264 - Si-Hong Lam, Eric Brewer, Yiu-Kai Ng:
Using a Deep Learning Model, Content Features, and Author Metadata to Recommend Research Papers. 265-270 - Angelo Augusto Frozza, Salomão Rodrigues Jacinto, Ronaldo dos Santos Mello:
An Approach for Schema Extraction of NoSQL Graph Databases. 271-278 - Abbas Keshavarzi, Krys J. Kochut:
KGdiff: Tracking the Evolution of Knowledge Graphs. 279-286 - Maria E. Presa Reyes, Biayna Bogosian, Bradley Schonhoff, Christopher Jerauld, Christian Moreyra, Piero Gardinali
A Water Quality Research Platform for the Near-real-time Buoy Sensor Data. 287-294 - Felipe Cordeiro de Paula, Aline Pires Vieira de Vasconcelos, Rodrigo Pereira dos Santos
Towards an Accountability Suggestion Map for Supporting Information Systems Management Based on Systems Thinking. 295-300 - Khalid Mahmood, Kjell Orsborn, Tore Risch:
Wrapping a NoSQL Datastore for Stream Analytics. 301-305 - Salvador V. Balkus
An Adaptive and Dynamic Biosensor Epidemic Model for COVID-19. 306-313 - Bhavani Thuraisingham:
Artificial Intelligence and Data Science Governance: Roles and Responsibilities at the C-Level and the Board. 314-318 - Md. Ahsan Ayub
An I/O Request Packet (IRP) Driven Effective Ransomware Detection Scheme using Artificial Neural Network. 319-324 - Stefan A. Bruendl, Hua Fang, Hieu Ngo, Edward W. Boyer, Honggang Wang:
A New Emulation Platform for Real-time Machine Learning in Substance Use Data Streams. 325-332 - Chris Giossi, David Maier, Kristin Tufte, Elliot Gall, Melissa Barnes:
Towards Agile Integration: Specification-based Data Alignment. 333-340 - Lacramioara Mazilu, Norman W. Paton, Nikolaos Konstantinou, Alvaro A. A. Fernandes:
Fairness in Data Wrangling. 341-348 - Abdullah Alhejaili
Latent Feature Modelling for Recommender Systems. 349-356 - Sudarshan S. Chawathe:
Mining Frequent Differences in File Collections. 357-364 - Rabùa Cheggou, Siham Si Hadj Mohand, Oussama Annad
An intelligent baby monitoring system based on Raspberry PI, IoT sensors and convolutional neural network. 365-371 - Mehdi Fasihi, Mohammad H. Nadimi-Shahraki
Multi-Class Cardiovascular Diseases Diagnosis from Electrocardiogram Signals using 1-D Convolution Neural Network. 372-378 - Hilda Goins, SeyyedPooya HekmatiAthar, Grace Byfield, Raymond Samuel, Mohd Anwar:
Toward Data-Driven Assessment of Caregiver's Burden for Persons with Dementia using Machine Learning Models. 379-384 - Bowen Kuo, Yihuang Kang, Pinghsung Wu
Discovering Drug-Drug and Drug-Disease Interactions Inducing Acute Kidney Injury Using Deep Rule Forests. 385-390 - Damian A. Tamburri, Willem-Jan van den Heuvel, Martin Garriga:
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching. 391-394 - Andrei Stoica, Ken Q. Pu, Heidar Davoudi:
NLP Relational Queries and Its Application. 395-398 - Son Do Hai Dang, Leigh Allison:
Using Deep Learning To Assign Rheumatoid Arthritis Scores. 399-402 - Yifan Zhang, Brandon Bogard, Chengdui Zhang:
Development of Natural Language Processing Algorithm for Dental Charting. 403-404 - Sheng-Tai Huang, Yihuang Kang, Shao-Min Hung, Bowen Kuo, I-Ling Cheng:
Topic Diffusion Discovery based on Deep Non-negative Autoencoder. 405-408 - Kuo-Chung Chu, Po-Yao Tsai, Tien-Yu Chang, Yu-Shu Wu:
Modeling of Clinical Mammography Recognition. 409-411 - Shih-Hung Wu
Cross-Domain Helpfulness Prediction of Online Consumer Reviews by Deep Learning Model. 412-418 - Min-Yuh Day
A Study of Deep Learning for Factoid Question Answering System. 419-424 - Wen-Kuo Chen, Yen-Ling Lin, Hua-Sheng Pan, Cheng-Kun Chen:
Research on Online Impulsive Buying and Post-Purchase Dissonance. 425-429 - Wen-Kuo Chen, Ying-Hsun Hung, Jun-Yu Zhong:
Building the Body Image Conceptual Framework Based on the Theory of Planned Behavior (TPB). 430-437 - Long Cheng, Zhaoqi Wu, Bo Lai, Qiang Yang, Anguo Zhao, Yuanting Wang:
Ultra Wideband Indoor Positioning System based on Artificial Intelligence Techniques. 438-444 - Ye Qiu, Xiaolong Gong, Zhiyi Ma:
BusinessDetect: An Advanced Business Information Mining Application for Intelligent Marketing. 445-450 - Gabriel Mersy, Vincent Santore, Isaac Rand, Corrine Kleinman, Grant Wilson, Jason Bonsall, Tyler Edwards:
A Comparison of Machine Learning Algorithms Applied to American Legislature Polarization. 451-456 - Safwa Ameer, James O. Benson
The EGRBAC Model for Smart Home IoT. 457-462
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