Applications

Authors and titles for recent submissions

• Thu, 14 Nov 2024
• Wed, 13 Nov 2024
• Tue, 12 Nov 2024
• Mon, 11 Nov 2024
• Fri, 8 Nov 2024

See today's new changes

Thu, 14 Nov 2024 (showing 12 of 12 entries )

[1] arXiv:2411.08309 [pdf, html, other]

Title: CMiNet: R package for learning the Consensus Microbiome Network

Rosa Aghdam, Claudia Solis-Lemus

Subjects: Applications (stat.AP); Computation (stat.CO)

[2] arXiv:2411.08205 [pdf, html, other]

Title: Consistent model selection for estimating functional interactions among stochastic neurons with variable-length memory

Ricardo F. Ferreira, Matheus E. Pacola, Vitor G. Schiavone, Rodrigo F. O. Pena

Comments: 29 pages, 2 figures

Subjects: Applications (stat.AP)

[3] arXiv:2411.08771 (cross-list from stat.ME) [pdf, other]

Title: Confidence intervals for adaptive trial designs II: Case study and practical guidance

David S. Robertson, Thomas Burnett, Babak Choodari-Oskooei, Munya Dimairo, Michael Grayling, Philip Pallmann, Thomas Jaki

Comments: 40 pages

Subjects: Methodology (stat.ME); Applications (stat.AP)

[4] arXiv:2411.08766 (cross-list from cs.LG) [pdf, other]

Title: Mapping Methane -- The Impact of Dairy Farm Practices on Emissions Through Satellite Data and Machine Learning

Hanqing Bi, Suresh Neethirajan

Comments: 16 pages, 5 figures

Subjects: Machine Learning (cs.LG); Applications (stat.AP)

[5] arXiv:2411.08638 (cross-list from cs.LG) [pdf, html, other]

Title: Gaussian Mixture Models Based Augmentation Enhances GNN Generalization

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Amine Mohamed Aboussalah, Michalis Vazirgiannis

Subjects: Machine Learning (cs.LG); Social and Information Networks (cs.SI); Applications (stat.AP); Machine Learning (stat.ML)

[6] arXiv:2411.08495 (cross-list from stat.ME) [pdf, other]

Title: Confidence intervals for adaptive trial designs I: A methodological review

David S. Robertson, Thomas Burnett, Babak Choodari-Oskooei, Munya Dimairo, Michael Grayling, Philip Pallmann, Thomas Jaki

Comments: 29 pages

Subjects: Methodology (stat.ME); Applications (stat.AP)

[7] arXiv:2411.08297 (cross-list from cs.LG) [pdf, html, other]

Title: TowerDebias: A Novel Debiasing Method based on the Tower Property

Norman Matloff, Aditya Mittal

Comments: To be submitted to a journal soon

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Probability (math.PR); Applications (stat.AP); Machine Learning (stat.ML)

[8] arXiv:2411.08168 (cross-list from physics.soc-ph) [pdf, other]

Title: Impact of Covid-19 on Taxi Industry and Travel Behavior: A Case Study on Chicago, IL

Naga Sireesha Chinthala, Jenell Lewis, Sravan Vuppalapati, Khiran Kumar Chidambaram Sivaraman, Chinmay Vivek Toley, Huthaifa Ashqar

Subjects: Physics and Society (physics.soc-ph); Applications (stat.AP)

[9] arXiv:2411.08150 (cross-list from stat.ME) [pdf, html, other]

Title: Targeted Maximum Likelihood Estimation for Integral Projection Models in Population Ecology

Yunzhe Zhou, Giles Hooker

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[10] arXiv:2411.08053 (cross-list from econ.GN) [pdf, other]

Title: We must re-evaluate assumptions about carbon trading for effective climate change mitigation

Alyssa R. Pfadt-Trilling, Marie-Odile P. Fortier

Comments: 18 pages, 2 figures

Subjects: General Economics (econ.GN); Atmospheric and Oceanic Physics (physics.ao-ph); Applications (stat.AP)

[11] arXiv:2411.08052 (cross-list from physics.soc-ph) [pdf, html, other]

Title: Mobility-based Traffic Forecasting in a Multimodal Transport System

Henock M. Mboko, Mouhamadou A.M.T. Balde, Babacar M. Ndiaye

Comments: 17 pages, 18 figures

Subjects: Physics and Society (physics.soc-ph); Machine Learning (cs.LG); Social and Information Networks (cs.SI); Applications (stat.AP); Machine Learning (stat.ML)

[12] arXiv:2411.08048 (cross-list from cs.LG) [pdf, html, other]

Title: Equitable Length of Stay Prediction for Patients with Learning Disabilities and Multiple Long-term Conditions Using Machine Learning

Emeka Abakasanga, Rania Kousovista, Georgina Cosma, Ashley Akbari, Francesco Zaccardi, Navjot Kaur, Danielle Fitt, Gyuchan Thomas Jun, Reza Kiani, Satheesh Gangadharan

Comments: 13 pages of article with 9 figures; Supplementary material follows after article with 27 pages and 27 figures

Subjects: Machine Learning (cs.LG); Applications (stat.AP)

Wed, 13 Nov 2024 (showing 12 of 12 entries )

[13] arXiv:2411.08032 [pdf, html, other]

Title: R Package moodlequizR: Fully Randomized Moodle Tests

Wolfgang Rolke

Subjects: Applications (stat.AP)

[14] arXiv:2411.07993 [pdf, other]

Title: Markov Processes for Enhanced Deepfake Generation and Detection

Jyoti Bhadana, Michael A. Kouritzin, Seoyeon Park, Ian Zhang

Subjects: Applications (stat.AP)

[15] arXiv:2411.07836 [pdf, html, other]

Title: Robust estimation of carbon dioxide airborne fraction under measurement errors

J. Eduardo Vera-Valdés, Charisios Grivas

Comments: 13 pages, 2 figures for associated supplementary material, see this https URL

Subjects: Applications (stat.AP)

[16] arXiv:2411.07749 [pdf, html, other]

Title: A dynamic latent space time series model to assess the spread of mumps in England

Hardeep Kaur, Riccardo Rastelli

Comments: 28 pages, 20 figures, 5 tables

Subjects: Applications (stat.AP)

[17] arXiv:2411.07745 [pdf, html, other]

Title: Modeling Alzheimer's Disease: Bayesian Copula Graphical Model from Demographic, Cognitive, and Neuroimaging Data

Lucas Vogels, Reza Mohammadi, Marit Schoonhoven, S. Ilker Birbil, Martin Dyrba

Subjects: Applications (stat.AP)

[18] arXiv:2411.07415 [pdf, other]

Title: Cluster globally, Reduce locally: Scalable efficient dictionary compression for magnetic resonance fingerprinting

Geoffroy Oudoumanessah, Thomas Coudert, Luc Meyer, Aurelien Delphin, Michel Dojat, Carole Lartizien, Florence Forbes

Subjects: Applications (stat.AP)

[19] arXiv:2411.07401 [pdf, html, other]

Title: Review and Validation of Stochastic Ground Motion Models: which one does it better?

Maijia Su, Mayssa Dabaghi, Marco Broccardo

Subjects: Applications (stat.AP)

[20] arXiv:2411.07368 [pdf, html, other]

Title: Targeting mediating mechanisms of social disparities with an interventional effects framework, applied to the gender pay gap in West Germany

Christiane Didden

Subjects: Applications (stat.AP)

[21] arXiv:2411.08019 (cross-list from cs.CL) [pdf, html, other]

Title: Language Models as Causal Effect Generators

Lucius E.J. Bynum, Kyunghyun Cho

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[22] arXiv:2411.07613 (cross-list from math-ph) [pdf, html, other]

Title: A Theoretical Review of Area Production Rates as Test Statistics for Detecting Nonequilibrium Dynamics in Ornstein-Uhlenbeck Processes

Alexander Strang

Comments: 20 pages main text, 4 figures, 6 page appendices

Subjects: Mathematical Physics (math-ph); Probability (math.PR); Applications (stat.AP)

[23] arXiv:2411.07399 (cross-list from stat.ME) [pdf, html, other]

Title: Cumulative differences between subpopulations versus body mass index in the Behavioral Risk Factor Surveillance System data

Mark Tygert

Comments: 22 pages, 11 figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

[24] arXiv:2411.07259 (cross-list from cs.LG) [pdf, html, other]

Title: Ozone level forecasting in Mexico City with temporal features and interactions

J. M. Sánchez Cerritos, J. A. Martínez-Cadena, A. Marín-López, J. Delgado-Fernández

Comments: 11 pages, 5 figures

Subjects: Machine Learning (cs.LG); Applications (stat.AP)

Tue, 12 Nov 2024 (showing 11 of 11 entries )

[25] arXiv:2411.06923 [pdf, html, other]

Title: Detecting Filamentarity in Climate and Galactic Spatial Point Processes

Aida Gjoka, Robin Henderson, Paul Oman

Comments: 23 pages, 8 figures

Subjects: Applications (stat.AP)

[26] arXiv:2411.06741 [pdf, html, other]

Title: Methane projections from Canada's oil sands tailings using scientific deep learning reveal significant underestimation

Esha Saha, Oscar Wang, Amit K. Chakraborty, Pablo Venegas Garcia, Russell Milne, Hao Wang

Comments: 19 pages, 8 figures, 2 tables

Subjects: Applications (stat.AP); Machine Learning (cs.LG); Machine Learning (stat.ML)

[27] arXiv:2411.06701 [pdf, html, other]

Title: The Unreasonable Effectiveness of Monte Carlo Simulations in A/B Testing

Márton Trencséni

Comments: 8 pages, 6 figures

Subjects: Applications (stat.AP)

[28] arXiv:2411.06192 [pdf, html, other]

Title: Variational Bayes Portfolio Construction

Nicolas Nguyen, James Ridgway, Claire Vernade

Subjects: Applications (stat.AP); Machine Learning (stat.ML)

[29] arXiv:2411.06073 [pdf, html, other]

Title: CQUESST: A dynamical stochastic framework for predicting soil-carbon sequestration

Dan Pagendam, Jeff Baldock, David Clifford, Ryan Farquharson, Lawrence Murray, Mike Beare, Denis Curtin, Noel Cressie

Subjects: Applications (stat.AP); Computation (stat.CO)

[30] arXiv:2411.06001 [pdf, html, other]

Title: Joint Spatiotemporal Modeling of Zooplankton and Whale Abundance in a Dynamic Marine Environment

Bokgyeong Kang, Erin M. Schliep, Alan E. Gelfand, Christopher W. Clark, Christine A. Hudak, Charles A. Mayo, Ryan Schosberg, Tina M. Yack, Robert S. Schick

Subjects: Applications (stat.AP)

[31] arXiv:2411.05871 [pdf, html, other]

Title: A Pole-Based Approach to Interpret Electromechanical Impedance Measurements in Structural Health Monitoring

Sourabh Sangle, Sa'ed Alajlouni, Pablo A. Tarazaga

Subjects: Applications (stat.AP); Dynamical Systems (math.DS)

[32] arXiv:2411.06591 (cross-list from stat.ME) [pdf, html, other]

Title: Analysis of spatially clustered survival data with unobserved covariates using SBART

Durbadal Ghosh, Debajyoti Sinha, Antonio R. Linero, George Rust

Subjects: Methodology (stat.ME); Applications (stat.AP)

[33] arXiv:2411.05951 (cross-list from q-fin.ST) [pdf, html, other]

Title: Approaching multifractal complexity in decentralized cryptocurrency trading

Marcin Wątorek, Marcin Królczyk, Jarosław Kwapień, Tomasz Stanisz, Stanisław Drożdż

Subjects: Statistical Finance (q-fin.ST); Computational Engineering, Finance, and Science (cs.CE); Trading and Market Microstructure (q-fin.TR); Applications (stat.AP)

[34] arXiv:2411.05869 (cross-list from stat.ML) [pdf, html, other]

Title: Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data

Mark D. Risser, Marcus M. Noack, Hengrui Luo, Ronald Pandolfi

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Applications (stat.AP); Computation (stat.CO); Methodology (stat.ME)

[35] arXiv:2411.05791 (cross-list from q-fin.ST) [pdf, html, other]

Title: Forecasting Company Fundamentals

Felix Divo, Eric Endress, Kevin Endler, Kristian Kersting, Devendra Singh Dhami

Comments: 24 pages, 9 figures, under review

Subjects: Statistical Finance (q-fin.ST); Machine Learning (cs.LG); General Economics (econ.GN); Applications (stat.AP)

Mon, 11 Nov 2024 (showing 10 of 10 entries )

[36] arXiv:2411.05580 [pdf, other]

Title: Increasing power and robustness in screening trials by testing stored specimens in the control arm

Hormuzd A. Katki, Li C. Cheung

Subjects: Applications (stat.AP); Methodology (stat.ME)

[37] arXiv:2411.05233 [pdf, other]

Title: Bootstrap Pettitt test for detecting change point in hydroclimatological data: a case study for Itaipu hydroelectric plant in Brazil

Luiza Chiarelli Conte, Débora Missio Bayer, Fábio M. Bayer

Comments: 25 pages, 13 figures

Journal-ref: Hydrological Sciences Journal, Volume 64, 2019

Subjects: Applications (stat.AP)

[38] arXiv:2411.05014 [pdf, html, other]

Title: Fast and interpretable electricity consumption scenario generation for individual consumers

J. Soenen, A. Yurtman, T. Becker, K. Vanthournout, H. Blockeel

Subjects: Applications (stat.AP); Machine Learning (cs.LG); Systems and Control (eess.SY); Machine Learning (stat.ML)

[39] arXiv:2411.05584 (cross-list from cs.DL) [pdf, html, other]

Title: Mitigating Consequences of Prestige in Citations of Publications

Michael Balzer, Adhen Benlahlou

Subjects: Digital Libraries (cs.DL); Applications (stat.AP)

[40] arXiv:2411.05455 (cross-list from physics.soc-ph) [pdf, other]

Title: Cities Reconceptualized: Unveiling Hidden Uniform Urban Shape through Commute Flow Modeling in Major US Cities

Margarita Mishina, Mingyi He, Venu Garikapati, Stanislav Sobolevsky

Subjects: Physics and Society (physics.soc-ph); Applications (stat.AP)

[41] arXiv:2411.05399 (cross-list from cs.LG) [pdf, html, other]

Title: Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields

Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis

Subjects: Machine Learning (cs.LG); Social and Information Networks (cs.SI); Applications (stat.AP); Machine Learning (stat.ML)

[42] arXiv:2411.05246 (cross-list from stat.ME) [pdf, html, other]

Title: Caliper Synthetic Matching: Generalized Radius Matching with Local Synthetic Controls

Jonathan Che, Xiang Meng, Luke Miratrix

Comments: 36 pages plus 10 pages of appendices, 9 figures total

Subjects: Methodology (stat.ME); Applications (stat.AP)

[43] arXiv:2411.05237 (cross-list from cs.LG) [pdf, other]

Title: Pruning the Path to Optimal Care: Identifying Systematically Suboptimal Medical Decision-Making with Inverse Reinforcement Learning

Inko Bovenzi, Adi Carmel, Michael Hu, Rebecca M. Hurwitz, Fiona McBride, Leo Benac, José Roberto Tello Ayala, Finale Doshi-Velez

Comments: 13 pages, 4 figures

Subjects: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM); Applications (stat.AP); Computation (stat.CO); Machine Learning (stat.ML)

[44] arXiv:2411.05219 (cross-list from cs.CV) [pdf, html, other]

Title: Anticipatory Understanding of Resilient Agriculture to Climate

David Willmes, Nick Krall, James Tanis, Zachary Terner, Fernando Tavares, Chris Miller, Joe Haberlin III, Matt Crichton, Alexander Schlichting

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Applications (stat.AP)

[45] arXiv:2411.05020 (cross-list from cs.CY) [pdf, html, other]

Title: Cast vote records: A database of ballots from the 2020 U.S. Election

Shiro Kuriwaki (1), Mason Reece (2), Samuel Baltz (2), Aleksandra Conevska (3), Joseph R. Loffredo (2), Can Mutlu (3), Taran Samarth (1), Kevin E. Acevedo Jetter (2), Zachary Djanogly Garai (2), Kate Murray (2), Shigeo Hirano (4), Jeffrey B. Lewis (5), James M. Snyder Jr. (3), Charles H. Stewart III (2) ((1) Yale University, Institution for Social and Policy Studies, (2) Massachusetts Institute of Technology, Department of Political Science, (3) Harvard University, Department of Government, (4) Columbia University, Department of Political Science, (5) University of California Los Angeles, Department of Political Science)

Comments: 26 pages and appendix

Subjects: Computers and Society (cs.CY); Applications (stat.AP)

Fri, 8 Nov 2024 (showing first 5 of 9 entries )

[46] arXiv:2411.04211 [pdf, other]

Title: Using Linked Micromaps for Evidence-Based Policy

Randall Powers, John Eltinge, Wendy Martinez, Darcy Steeg Morris

Comments: 18 pages, 13 figures, JSM 2024 Conference Proceedings

Subjects: Applications (stat.AP)

[47] arXiv:2411.04659 (cross-list from cs.CV) [pdf, other]

Title: Automated Image Color Mapping for a Historic Photographic Collection

Taylor Arnold, Lauren Tilton

Comments: 11 pages, CHR 2024: Computational Humanities Research Conference, December 4 - 6, 2024, Aarhus University, Denmark

Subjects: Computer Vision and Pattern Recognition (cs.CV); Applications (stat.AP)

[48] arXiv:2411.04655 (cross-list from cs.LG) [pdf, html, other]

Title: Centrality Graph Shift Operators for Graph Neural Networks

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis

Subjects: Machine Learning (cs.LG); Social and Information Networks (cs.SI); Spectral Theory (math.SP); Applications (stat.AP); Machine Learning (stat.ML)

[49] arXiv:2411.04533 (cross-list from cs.CV) [pdf, html, other]

Title: Neural Fingerprints for Adversarial Attack Detection

Haim Fisher, Moni Shahar, Yehezkel S. Resheff

Comments: 14 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Applications (stat.AP)

[50] arXiv:2411.04305 (cross-list from cs.CY) [pdf, other]

Title: Influential Factors in Increasing an Amazon products Sales Rank

Ben Chen, Rohit Mokashi, Mamata Khadka, Robert Reyes, Huthaifa I. Ashqar

Subjects: Computers and Society (cs.CY); Applications (stat.AP)