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Frontiers in Big Data, Volume 4
Volume 4, 2021
- Cameron Ogle, David Reddick, Coleman McKnight, Tyler Biggs, Rini Pauly, Stephen P. Ficklin, F. Alex Feltus, Susmit Shannigrahi:
Named Data Networking for Genomics Data Management and Integrated Workflows. 582468 - Marthie Grobler, Raj Gaire, Surya Nepal:
User, Usage and Usability: Redefining Human Centric Cyber Security. 583723 - Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun:
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. 602071 - Renita Margaret Murimi:
A Framework for Contractual Graphs. 603282 - Conor McDermott, Maciej Lacki, Ben Sainsbury, Jessica Henry, Mihail Filippov, Carlos Rossa:
Sonographic Diagnosis of COVID-19: A Review of Image Processing for Lung Ultrasound. 612561 - Frank Emmert-Streib, Matthias Dehmer:
Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries. 591749 - Fiona Leonard, John Gilligan, Michael J. Barrett:
Predicting Admissions From a Paediatric Emergency Department - Protocol for Developing and Validating a Low-Dimensional Machine Learning Prediction Model. 643558 - Adam Kapelner, Justin Bleich, Alina Levine, Zachary D. Cohen, Robert J. DeRubeis, Richard Berk:
Evaluating the Effectiveness of Personalized Medicine With Software. 572532 - Marina Dorokhova, Christophe Ballif, Nicolas Wyrsch:
Routing of Electric Vehicles With Intermediary Charging Stations: A Reinforcement Learning Approach. 586481 - Rushil Anirudh, Jayaraman J. Thiagarajan, Rahul Sridhar, Peer-Timo Bremer:
MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis. 589417 - Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao:
Deep Graph Learning for Circuit Deobfuscation. 608286 - Samuel O. Danso, Zhanhang Zeng, Graciela Terrera Muniz, Craig Ritchie:
Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms. 613047 - Fons Wijnhoven, Jeanna van Haren:
Search Engine Gender Bias. 622106 - Alton M. K. Chew, Dinesh Visva Gunasekeran:
Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths. 623794 - Aakash Sharma, Thomas Bye Nilsen, Katja Pauline Czerwinska, Daria Onitiu, Lars Brenna, Dag Johansen, Håvard D. Johansen:
Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological Studies. 624424 - Mascha Kurpicz-Briki, Tomaso Leoni:
A World Full of Stereotypes? Further Investigation on Origin and Gender Bias in Multi-Lingual Word Embeddings. 625290 - Yashar Zeighami, Alan C. Evans:
Association vs. Prediction: The Impact of Cortical Surface Smoothing and Parcellation on Brain Age. 637724 - Alexandros Bousdekis, Gregoris Mentzas:
Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0. 644651 - Shahad Althobaiti, Saud Alghumayjan, Morgan R. Frank, Esteban Moro, Ahmad Alabdulkareem, Alex Pentland:
Housing Prices and the Skills Composition of Neighborhoods. 652153 - Jeremy Opie, Maura Bellio, Rachel Williams, Maya Sussman, Petra Voegele, John Welch, Ann Blandford:
Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management. 654914 - Jon Haël Brenas, Arash Shaban-Nejad:
Proving the Correctness of Knowledge Graph Update: A Scenario From Surveillance of Adverse Childhood Experiences. 660101 - Inna Kolyshkina, Simeon Simoff:
Interpretability of Machine Learning Solutions in Public Healthcare: The CRISP-ML Approach. 660206 - Damiano Archetti, Alexandra L. Young, Neil P. Oxtoby, Daniel Ferreira, Gustav Mårtensson, Eric Westman, Daniel C. Alexander, Giovanni B. Frisoni, Alberto Redolfi:
Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease. 661110 - Tibor Simko, Lukas Alexander Heinrich, Clemens Lange, Adelina Eleonora Lintuluoto, Danika Marina MacDonell, Audrius Mecionis, Diego Rodríguez Rodríguez, Parth Shandilya, Marco Vidal García:
Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds. 661501 - Jan Thompson, Baskar Ganapathysubramanian, Wei Chen, Michael C. Dorneich, Philip Gassman, Caroline C. Krejci, Matthew Liebman, Ajay Nair, Ulrike Passe, Nicholas Schwab, Kurt Rosentrater, Tiffanie Stone, Yiming Wang, Yuyu Zhou:
Iowa Urban FEWS: Integrating Social and Biophysical Models for Exploration of Urban Food, Energy, and Water Systems. 662186 - Carolina E. S. Mattsson, Frank W. Takes, Eelke M. Heemskerk, Cees Diks, Gert Buiten, Albert Faber, Peter M. A. Sloot:
Functional Structure in Production Networks. 666712 - Simone Mosciatti, Clemens Lange, Jakob Blomer:
Increasing the Execution Speed of Containerized Analysis Workflows Using an Image Snapshotter in Combination With CVMFS. 673163 - Gianfranco Chicco:
Data Consistency for Data-Driven Smart Energy Assessment. 683682 - Jennifer Sleeman, Tim Finin, Milton Halem:
Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling. 601529 - Faruk Diblen, Luc Hendriks, Bob Stienen, Sascha Caron, Rena Bakhshi, Jisk Attema:
Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data. 626998 - Kia Dashtipour, William Taylor, Shuja Ansari, Mandar Gogate, Adnan Zahid, Yusuf A. Sambo, Amir Hussain, Qammer H. Abbasi, Muhammad Ali Imran:
Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media. 640868 - Daniele D'Agostino, Daniele Cesini:
Editorial: Heterogeneous Computing for AI and Big Data in High Energy Physics. 652881 - Yan Zhang, Frank Schweitzer:
Quantifying the Importance of Firms by Means of Reputation and Network Control. 652913 - Gökhan Ünel, Sezen Sekmen, A. M. Toon, B. Gokturk, B. Orgen, Arpon Paul, N. Ravel, J. Setpal:
CutLang v2: Advances in a Runtime-Interpreted Analysis Description Language for HEP Data. 659986 - Reiner Braun, Rushikesh Padsala, Tahereh Malmir, Soufia Mohammadi, Ursula Eicker:
Using 3D CityGML for the Modeling of the Food Waste and Wastewater Generation - A Case Study for the City of Montréal. 662011 - Zhihua Dong, Heather M. Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu:
Porting HEP Parameterized Calorimeter Simulation Code to GPUs. 665783 - William Chad Young, Lindsay N. Carpp, Sidhartha Chaudhury, Jason A. Regules, Elke S. Bergmann-Leitner, Christian Ockenhouse, Ulrike Wille-Reece, Allan C. deCamp, Ellis Hughes, Celia Mahoney, Suresh Pallikkuth, Savita Pahwa, S. Moses Dennison, Sarah V. Mudrak, S. Munir Alam, Kelly E. Seaton, Rachel L. Spreng, Jon Fallon, Ashlin Michell, Fernando Ulloa-Montoya, Margherita Coccia, Erik Jongert, Galit Alter, Georgia D. Tomaras, Raphael Gottardo:
Comprehensive Data Integration Approach to Assess Immune Responses and Correlates of RTS, S/AS01-Mediated Protection From Malaria Infection in Controlled Human Malaria Infection Trials. 672460 - Tarun Karthik Kumar Mamidi, Thi K. Tran-Nguyen, Ryan L. Melvin, Elizabeth A. Worthey:
Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data. 675882 - Michael Platzer, Thomas Reutterer:
Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data. 679939 - Cristian Bodnar, Catalina Cangea, Pietro Liò:
Deep Graph Mapper: Seeing Graphs Through the Neural Lens. 680535 - Vaishak Belle, Ioannis Papantonis:
Principles and Practice of Explainable Machine Learning. 688969 - Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu:
Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. 690970 - Livia van Vliet:
Moral Expressions in 280 Characters or Less: An Analysis of Politician Tweets Following the 2016 Brexit Referendum Vote. 699653 - Adrian Reuter, Ahmed Abdelmaksoud, Karima Boudaoud, Marco Winckler:
Usability of End-to-End Encryption in E-Mail Communication. 568284 - Hamid Reza Hassanzadeh, May D. Wang:
An Integrated Deep Network for Cancer Survival Prediction Using Omics Data. 568352 - Ryosuke L. Ohniwa, Joji Kijima, Mizuho Fukushige, Osamu Ohneda:
COVID-19 as a Research Dynamic Transformer: Emerging Cross-Disciplinary and National Characteristics. 631073 - Sajila D. Wickramaratne, Md Shaad Mahmud:
Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data. 659146 - Richard Rogers:
Marginalizing the Mainstream: How Social Media Privilege Political Information. 689036 - Dion R. J. O'Neale, Shaun C. Hendy, Demival Vasques Filho:
Structure of the Region-Technology Network as a Driver for Technological Innovation. 689310 - Khalil Damak, Olfa Nasraoui, William Scott Sanders:
Sequence-Based Explainable Hybrid Song Recommendation. 693494 - Sebastian Jäger, Arndt Allhorn, Felix Bießmann:
A Benchmark for Data Imputation Methods. 693674 - Raghul Elangovan, Ondrea Kanwhen, Ziqian Dong, Ahmed A. Mohamed, Roberto Rojas-Cessa:
Comparative Analysis of Energy Use and Greenhouse Gas Emission of Diesel and Electric Trucks for Food Distribution in Gowanus District of New York City. 693820 - Tom Willaert, Paul Van Eecke, Jeroen Van Soest, Katrien Beuls:
An Opinion Facilitator for Online News Media. 695667 - Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen:
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. 707951 - David Benrimoh, Sonia Israel, Robert Fratila, Caitrin Armstrong, Kelly Perlman, Ariel Rosenfeld, Adam Kapelner:
Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare. 727856 - Yiyi Huang, Matthäus Kleindessner, Alexey A. Munishkin, Debvrat Varshney, Pei Guo, Jianwu Wang:
Benchmarking of Data-Driven Causality Discovery Approaches in the Interactions of Arctic Sea Ice and Atmosphere. 642182 - Maria Luiza Machado Campos, Eugênio Silva, Renato Cerceau, Sérgio Manuel Serra da Cruz, Fabrício Alves Barbosa da Silva, Fábio Castro Gouveia, Rodrigo Jardim, Nelson Kotowski, Giseli Rabello Lopes, Alberto M. R. Dávila:
Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data. 656553 - Peter A. Wijeratne, Eileanoir B. Johnson, Sarah Gregory, Nellie Georgiou-Karistianis, Jane S. Paulsen, Rachael I. Scahill, Sarah J. Tabrizi, Daniel C. Alexander:
A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington's Disease. 662200 - James Howlett, Steven M. Hill, Craig W. Ritchie, Brian D. M. Tom:
Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort. 676168 - Logan Froese, Joshua A. Dian, Carleen Batson, Alwyn Gomez, Amanjyot Singh Sainbhi, Bertram J. Unger, Frederick A. Zeiler:
Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research. 689358 - Andrei Afonin, Michael Chertkov:
Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation, and Optimal Measurement Placement in Power Systems? 692493 - Munira Syed, Daheng Wang, Meng Jiang, Oliver Conway, Vishal Juneja, Sriram Subramanian, Nitesh V. Chawla:
Unified Representation of Twitter and Online News Using Graph and Entities. 699070 - Lavanya Elluri, Aritran Piplai, Anantaa Kotal, Anupam Joshi, Karuna Pande Joshi:
A Policy-Driven Approach to Secure Extraction of COVID-19 Data From Research Papers. 701966 - Reza Abbasi-Asl, Bin Yu:
Structural Compression of Convolutional Neural Networks with Applications in Interpretability. 704182 - Stijn Peeters, Marc Tuters, Tom Willaert, Daniël de Zeeuw:
On the Vernacular Language Games of an Antagonistic Online Subculture. 718368 - Bhavya Kailkhura, Pin-Yu Chen, Xue Lin, Bo Li:
Editorial: Safe and Trustworthy Machine Learning. 731605 - Sezen Sekmen, Gian Michele Innocenti, Bo Jayatilaka:
Editorial: Innovative Analysis Ecosystems for HEP Data. 736105 - Novi Quadrianto, Björn W. Schuller, Finnian Rachel Lattimore:
Editorial: Ethical Machine Learning and Artificial Intelligence. 742589 - Meiqi Liu, Moran Wang, Sheng Li:
Prognostic Factors of Survival in Pancreatic Cancer Metastasis to Liver at Different Ages of Diagnosis: A SEER Population-Based Cohort Study. 654972 - Edoardo Ramalli, Gabriele Scalia, Barbara Pernici, Alessandro Stagni, Alberto Cuoci, Tiziano Faravelli:
Data Ecosystems for Scientific Experiments: Managing Combustion Experiments and Simulation Analyses in Chemical Engineering. 663410 - Jacopo De Stefani, Gianluca Bontempi:
Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series. 690267 - David Gordon, Panayiotis Petousis, Henry W. Zheng, Davina Zamanzadeh, Alex A. T. Bui:
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings. 693869 - Li Ma, Erich A. Peterson, Ik Jae Shin, Jason Muesse, Katy Marino, Matthew A. Steliga, Donald J. Johann:
NPARS - A Novel Approach to Address Accuracy and Reproducibility in Genomic Data Science. 725095 - Thanh Nguyen, Samuel Bharti, Zongliang Yue, Christopher D. Willey, Jake Y. Chen:
Statistical Enrichment Analysis of Samples: A General-Purpose Tool to Annotate Metadata Neighborhoods of Biological Samples. 725276 - Eckehard Olbrich, Sven Banisch:
The Rise of Populism and the Reconfiguration of the German Political Space. 731349 - Junjie Tan, Aravind Sesagiri Raamkumar, Wee Hwee Lin:
Digital Support for Renal Patients Before and During the COVID-19 Pandemic: Examining the Efforts of Singapore Social Service Agencies in Facebook. 737507 - Yohsuke Murase, Hang-Hyun Jo, János Török, János Kertész, Kimmo Kaski:
Deep Learning Exploration of Agent-Based Social Network Model Parameters. 739081 - Wyke Huizinga, Dirk H. J. Poot, Elisabeth J. Vinke, F. Wenzel, Esther Bron, N. Toussaint, Christian Ledig, Henri A. Vrooman, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Stefan Klein:
Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis. 577164 - Domenico Sgariglia, Alessandra Jordano Conforte, Carlos Eduardo Pedreira, Luís Alfredo Vidal de Carvalho, Flavia Raquel Gonçalves Carneiro, Nicolas Carels, Fabrício Alves Barbosa da Silva:
Data-Driven Modeling of Breast Cancer Tumors Using Boolean Networks. 656395 - Frédéric Bertrand, Myriam Maumy-Bertrand:
Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models. 684794 - Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen:
Prefix Imputation of Orphan Events in Event Stream Processing. 705243 - Atousa Zarindast, Jonathan Wood:
A Data-Driven Personalized Lighting Recommender System. 706117 - Arminn Potgieter, Inger Nicolette Fabris-Rotelli, Zaid Kimmie, Nontembeko Dudeni-Tlhone, Jenny P. Holloway, Charl Janse van Rensburg, Renate N. Thiede, Pravesh Debba, Raeesa Manjoo-Docrat, Nada Abdelatif, Sibusisiwe Khuluse-Makhanya:
Modelling Representative Population Mobility for COVID-19 Spatial Transmission in South Africa. 718351 - Boqi Wang, James Yang, Steven Qiu, Yongsheng Bai, Zhaohui S. Qin:
Systematic Exploration in Tissue-Pathway Associations of Complex Traits Using Comprehensive eQTLs Catalog. 719737 - Sean C. Carter, Charles B. van Rees, Brian K. Hand, Clint C. Muhlfeld, Gordon Luikart, John S. Kimball:
Testing a Generalizable Machine Learning Workflow for Aquatic Invasive Species on Rainbow Trout (Oncorhynchus mykiss) in Northwest Montana. 734990 - Pouyan Hatami Bahman Beiglou, Lifeng Luo, Pang-Ning Tan, Lisi Pei:
Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators. 750536 - Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu:
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing. 762899 - Dragi Kimovski, Roland Mathá, Gabriel Iuhasz, Fabrizio Marozzo, Dana Petcu, Radu Prodan:
Autotuning of Exascale Applications With Anomalies Detection. 657218 - Toon Albers, Elena Lazovik, Mostafa Hadadian Nejad Yousefi, Alexander Lazovik:
Adaptive On-the-Fly Changes in Distributed Processing Pipelines. 666174 - Stefano Markidis:
The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers? 669097 - Claude Grasland, Etienne Toureille, Romain Leconte, Marta Severo:
Mapping the International Geopolitical Agenda: Still National Conceptions of the Emerging European Crisi. 718809 - Jennifer R. Andersson, Jose Alonso Moya, Ulrich Schwickerath:
Anomaly Detection for the Centralised Elasticsearch Service at CERN. 718879 - Franziska Boenisch:
A Systematic Review on Model Watermarking for Neural Networks. 729663 - Zhe Zhang, Xiaobiao Huang, Minghao Song:
Teeport: Break the Wall Between the Optimization Algorithms and Problems. 734650 - Maksudul Alam, Kalyan S. Perumalla:
Fast GPU-Based Generation of Large Graph Networks From Degree Distributions. 737963 - Ulzee An, Ankit Bhardwaj, Khader Shameer, Lakshminarayanan Subramanian:
High Precision Mammography Lesion Identification From Imprecise Medical Annotations. 742779 - Ruwan Wickramarachchi, Cory A. Henson, Amit P. Sheth:
Knowledge-infused Learning for Entity Prediction in Driving Scenes. 759110 - Mayank Kejriwal:
Link Prediction Between Structured Geopolitical Events: Models and Experiments. 779792 - Weijieying Ren, Kunpeng Liu, Tianxiang Zhao, Yanjie Fu:
Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases. 787459 - Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella:
Editorial: Big Data Management in Industry 4.0. 788491 - Da Yan, Hong Qin, Hsiang-Yun Wu, Jake Y. Chen:
Editorial: AI-Enabled Data Science for COVID-19. 802452 - Thanh Nguyen, Samuel Bharti, Zongliang Yue, Christopher D. Willey, Jake Y. Chen:
Corrigendum: Statistical Enrichment Analysis of Samples: A General-Purpose Tool to Annotate Metadata Neighborhoods of Biological Samples. 804141 - Federico Milano, Alfredo Vaccaro, Mario Manana:
Editorial: Data-Driven Solutions for Smart Grids. 815686 - Vibhushinie Bentotahewa, Chaminda Hewage, Jason Williams:
Solutions to Big Data Privacy and Security Challenges Associated With COVID-19 Surveillance Systems. 645204 - Jia He, Maggie X. Cheng:
Weighting Methods for Rare Event Identification From Imbalanced Datasets. 715320 - Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. 729881 - Cornelia Herbert, Verena Marschin, Benjamin Erb, Dominik Meißner, Maria Aufheimer, Christoph Bösch:
Are You Willing to Self-Disclose for Science? Effects of Privacy Awareness and Trust in Privacy on Self-Disclosure of Personal and Health Data in Online Scientific Studies - An Experimental Study. 763196 - Ying-Ying Zhang, Tengzhong Rong, Man-Man Li:
The Bayes Estimators of the Variance and Scale Parameters of the Normal Model With a Known Mean for the Conjugate and Noninformative Priors Under Stein's Loss. 763925 - Colin Brust, John S. Kimball, Marco P. Maneta, Kelsey Jencso, Rolf Reichle:
DroughtCast: A Machine Learning Forecast of the United States Drought Monitor. 773478 - Yuji Ogihara:
Social Security Number Holders in the United States, 1909-2019. 802256 - Simon Levis Sullam, Giorgia Minello, Rocco Tripodi, Massimo Warglien:
Representation of Jews and Anti-Jewish Bias in 19th Century French Public Discourse: Distant and Close Reading. 723043 - Alberto Testoni, Claudio Greco, Raffaella Bernardi:
Artificial Intelligence Models Do Not Ground Negation, Humans Do. GuessWhat?! Dialogues as a Case Study. 736709 - Lu Xiao, Ming Zhong, Dawei Zha:
Runoff Forecasting Using Machine-Learning Methods: Case Study in the Middle Reaches of Xijiang River. 752406 - Alessandro Di Girolamo, Federica Legger, Panos Paparrigopoulos, Jaroslava Schovancová, Thomas Beermann, Michael Boehler, Daniele Bonacorsi, Luca Clissa, Leticia Decker de Sousa,