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Frontiers in Artificial Intelligence, Volume 3
Volume 3, 2020
- Miltiadis Alamaniotis
:
Fuzzy Leaky Bucket System for Intelligent Management of Consumer Electricity Elastic Load in Smart Grids. 1 - Thomas H. B. FitzGerald, Will D. Penny, Heidi M. Bonnici, Rick A. Adams
Retrospective Inference as a Form of Bounded Rationality, and Its Beneficial Influence on Learning. 2 - Abhishek Ghose, Balaraman Ravindran:
Interpretability With Accurate Small Models. 3 - Frank Emmert-Streib
An Introductory Review of Deep Learning for Prediction Models With Big Data. 4 - Leyla Loued-Khenissi, Kerstin Preuschoff:
Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain. 5 - Charles Patrick Martin
Understanding Musical Predictions With an Embodied Interface for Musical Machine Learning. 6 - Noora Aldenaini, Felwah Alqahtani
Trends in Persuasive Technologies for Physical Activity and Sedentary Behavior: A Systematic Review. 7 - Barbara Brandl, Lars Hornuf
Where Did FinTechs Come From, and Where Do They Go? The Transformation of the Financial Industry in Germany After Digitalization. 8 - Tristan Poetzsch, Panagiotis Germanakos, Lynn Huestegge:
Toward a Taxonomy for Adaptive Data Visualization in Analytics Applications. 9 - Anne-Sophie Ghyselen, Anne Breitbarth
Clearing the Transcription Hurdle in Dialect Corpus Building: The Corpus of Southern Dutch Dialects as Case Study. 10 - Manal Alhathli, Judith Masthoff, Nigel A. Beacham:
Adapting Learning Activity Selection to Emotional Stability and Competence. 11 - Michael A. Germuska, Hannah Louise Chandler, Thomas W. Okell, Fabrizio Fasano, Valentina Tomassini, Kevin Murphy
A Frequency-Domain Machine Learning Method for Dual-Calibrated fMRI Mapping of Oxygen Extraction Fraction (OEF) and Cerebral Metabolic Rate of Oxygen Consumption (CMRO2). 12 - Francisco Bernardo, Michael Zbyszynski
Designing and Evaluating the Usability of a Machine Learning API for Rapid Prototyping Music Technology. 13 - Filippo Carnovalini
Computational Creativity and Music Generation Systems: An Introduction to the State of the Art. 14 - David Trye
Hybrid Hashtags: #YouKnowYoureAKiwiWhen Your Tweet Contains Māori and English. 15 - Paola Cerchiello, Roberta Scaramozzino:
On the Improvement of Default Forecast Through Textual Analysis. 16 - Matthew S. Daley, David Gever, Hugo F. Posada-Quintero
Machine Learning Models for the Classification of Sleep Deprivation Induced Performance Impairment During a Psychomotor Vigilance Task Using Indices of Eye and Face Tracking. 17 - Anca Mirela Toma, Paola Cerchiello:
Initial Coin Offerings: Risk or Opportunity? 18 - Jaya Krishna Mandivarapu, Blake Camp, Rolando Estrada:
Self-Net: Lifelong Learning via Continual Self-Modeling. 19 - Maria Esteller-Cucala, Vicenc Fernandez, Diego Villuendas
Evaluating Personalization: The AB Testing Pitfalls Companies Might Not Be Aware of - A Spotlight on the Automotive Sector Websites. 20 - Cinzia Baldan, Francesco Zen:
The Bitcoin as a Virtual Commodity: Empirical Evidence and Implications. 21 - Paolo Giudici, Paolo Pagnottoni
Network Models to Enhance Automated Cryptocurrency Portfolio Management. 22 - Tamara Müller, Pietro Liò
PECLIDES Neuro: A Personalisable Clinical Decision Support System for Neurological Diseases. 23 - Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz:
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data. 24 - Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz:
Discovery of Physics From Data: Universal Laws and Discrepancies. 25 - Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock:
Explainable AI in Fintech Risk Management. 26 - Éric Fourneret, Blaise Yvert:
Digital Normativity: A Challenge for Human Subjectivation. 27 - Kasper Johansen, Mitchell J. L. Morton, Yoann Malbéteau, Bruno Aragon
Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest. 28 - Jason Palamara, W. Scott Deal:
A Dynamic Representation Solution for Machine Learning-Aided Performance Technology. 29 - Saskia Comess
Bringing Big Data to Bear in Environmental Public Health: Challenges and Recommendations. 31 - Ian Soboroff, George Awad, Asad A. Butt, Keith Curtis:
Evaluating Multimedia and Language Tasks. 32 - Thomas Kehrenberg, Zexun Chen
Tuning Fairness by Balancing Target Labels. 33 - Dallas Card
On Consequentialism and Fairness. 34 - Patrick Schramowski, Cigdem Turan, Sophie F. Jentzsch
The Moral Choice Machine. 36 - Adam Safron
An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation. 30 - Isaac L. Bleaman
Implicit Standardization in a Minority Language Community: Real-Time Syntactic Change among Hasidic Yiddish Writers. 35 - James Tanner
Toward "English" Phonetics: Variability in the Pre-consonantal Voicing Effect Across English Dialects and Speakers. 38 - Martijn Bartelds
A New Acoustic-Based Pronunciation Distance Measure. 39 - Nicole Gruber, Alfred Jockisch:
Are GRU Cells More Specific and LSTM Cells More Sensitive in Motive Classification of Text? 40 - Zixin Hu, Qiyang Ge, Shudi Li, Eric Boerwinkle, Li Jin
Forecasting and Evaluating Multiple Interventions for COVID-19 Worldwide. 41 - Rania Albalawi, Tet Hin Yeap, Morad Benyoucef:
Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis. 42 - Clara Cohen, Catherine F. Higham, Syed Waqar Nabi
Deep Learnability: Using Neural Networks to Quantify Language Similarity and Learnability. 43 - Gasper Begus
Generative Adversarial Phonology: Modeling Unsupervised Phonetic and Phonological Learning With Neural Networks. 44 - Laura Burbach, Patrick Halbach, Martina Ziefle, André Calero Valdez:
Opinion Formation on the Internet: The Influence of Personality, Network Structure, and Content on Sharing Messages Online. 45 - Mikko Laitinen, Masoud Fatemi
Size Matters: Digital Social Networks and Language Change. 46 - Pavlina Kröckel
Process Mining of Football Event Data: A Novel Approach for Tactical Insights Into the Game. 47 - Patrycja Strycharczuk
General Northern English. Exploring Regional Variation in the North of England With Machine Learning. 48 - Martin Zurowietz
An Interactive Visualization for Feature Localization in Deep Neural Networks. 49 - Yu-Cheng Chang
Intelligent Multirobot Navigation and Arrival-Time Control Using a Scalable PSO-Optimized Hierarchical Controller. 50 - Ernest Davis:
Unanswerable Questions About Images and Texts. 51 - Michael Sinsbeck, Marvin Höge, Wolfgang Nowak:
Exploratory-Phase-Free Estimation of GP Hyperparameters in Sequential Design Methods - At the Example of Bayesian Inverse Problems. 52 - Erica L. Troncoso:
The Greatest Challenge to Using AI/ML for Primary Health Care: Mindset or Datasets? 53 - Mingxi Cheng, Shahin Nazarian, Paul Bogdan:
There Is Hope After All: Quantifying Opinion and Trustworthiness in Neural Networks. 54 - Julia Mendelsohn, Yulia Tsvetkov, Dan Jurafsky:
A Framework for the Computational Linguistic Analysis of Dehumanization. 55 - Camilo E. Valderrama
A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population. 56 - André Tabone, Alexandra Bonnici
Automated Page Turner for Musicians. 57 - Laurel MacKenzie
Comparing Constraints on Contraction Using Bayesian Regression Modeling. 58 - Arash Keshavarzi Arshadi, Julia Webb, Milad Salem, Emmanuel Cruz, Stacie Calad-Thomson, Niloofar Ghadirian, Jennifer Collins, Elena Diez-Cecilia, Brendan Kelly, Hani Goodarzi
Artificial Intelligence for COVID-19 Drug Discovery and Vaccine Development. 65 - Dmitri V. Boreiko, Francesca Massarotti:
How Risk Profiles of Investors Affect Robo-Advised Portfolios. 60 - Rick L. Wilson:
College Football Overtime Outcomes: Implications for In-Game Decision-Making. 61 - Dong Nguyen
How We Do Things With Words: Analyzing Text as Social and Cultural Data. 62 - Anna Omarini
FinTech: A New Hedge for a Financial Re-intermediation. Strategy and Risk Perspectives. 63 - Lorella Viola
One Hundred Years of Migration Discourse in The Times: A Discourse-Historical Word Vector Space Approach to the Construction of Meaning. 64 - Matt Mistro, Yang Sheng, Yaorong Ge, Chris R. Kelsey, Jatinder R. Palta, Jing Cai
Knowledge Models as Teaching Aid for Training Intensity Modulated Radiation Therapy Planning: A Lung Cancer Case Study. 66 - Wentao Wang
Fluence Map Prediction Using Deep Learning Models - Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy. 68 - Anthony G. Chen, David Benrimoh, Thomas Parr, Karl J. Friston
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework. 69 - Kun Su, Eli Shlizerman:
Clustering and Recognition of Spatiotemporal Features Through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks. 70 - Daniel Schlör, Markus Ring, Andreas Hotho:
iNALU: Improved Neural Arithmetic Logic Unit. 71 - Niels K. Andersen, Pernille Trøjgaard, Nana O. Herschend, Zenia M. Størling:
Automated Assessment of Peristomal Skin Discoloration and Leakage Area Using Artificial Intelligence. 72 - Yuri Bizzoni, Stefania Degaetano-Ortlieb, Peter Fankhauser, Elke Teich:
Linguistic Variation and Change in 250 Years of English Scientific Writing: A Data-Driven Approach. 73 - Sebastian Bruckert
The Next Generation of Medical Decision Support: A Roadmap Toward Transparent Expert Companions. 507973 - Christoph Purschke:
Attitudes Toward Multilingualism in Luxembourg. A Comparative Analysis of Online News Comments and Crowdsourced Questionnaire Data. 536086 - Xanthe Hunt
Artificial Intelligence, Big Data, and mHealth: The Frontiers of the Prevention of Violence Against Children. 543305 - Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati:
Prognostic Value of Transfer Learning Based Features in Resectable Pancreatic Ductal Adenocarcinoma. 550890 - Adam Hilbert
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease. 552258 - Stelian Curceac
Adjusting for Conditional Bias in Process Model Simulations of Hydrological Extremes: An Experiment Using the North Wyke Farm Platform. 565859 - Maria F. Chan, Alon Witztum, Gilmer Valdes:
Integration of AI and Machine Learning in Radiotherapy QA. 577620 - Simone Castagno
Perceptions of Artificial Intelligence Among Healthcare Staff: A Qualitative Survey Study. 578983 - Ruihua Guo, Kalpdrum Passi, Chakresh Kumar Jain:
Tuberculosis Diagnostics and Localization in Chest X-Rays via Deep Learning Models. 583427 - Rodrigo F. Cádiz
Creating Music With Fuzzy Logic. 59 - Ifeoma Adaji, Kiemute Oyibo, Julita Vassileva:
E-Commerce Shopping Motivation and the Influence of Persuasive Strategies. 67 - Duncan Williams, Victoria J. Hodge
On the use of AI for Generation of Functional Music to Improve Mental Health. 497864 - Conor Heins, M. Berk Mirza, Thomas Parr, Karl J. Friston
Deep Active Inference and Scene Construction. 509354 - Sharada Prasanna Mohanty, Jakub Czakon, Kamil A. Kaczmarek, Andrzej Pyskir, Piotr Tarasiewicz, Saket Kunwar, Janick Rohrbach, Dave Luo, Manjunath Prasad, Sascha Fleer
Deep Learning for Understanding Satellite Imagery: An Experimental Survey. 534696 - Ramkumar Hariharan, Johnna Sundberg, Giacomo Gallino, Ashley Schmidt, Drew Arenth, Suvrit Sra, Benjamin Fels:
An Interpretable Predictive Model of Vaccine Utilization for Tanzania. 559617 - Md Hasinur Rahaman Khan, Ahmed Hossain
Machine Learning Approaches Reveal That the Number of Tests Do Not Matter to the Prediction of Global Confirmed COVID-19 Cases. 561801 - Vaia Rousopoulou, Alexandros Nizamis
Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0. 578152 - Luca Biggio, Iason Kastanis:
Prognostics and Health Management of Industrial Assets: Current Progress and Road Ahead. 578613 - Frank Emmert-Streib
Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status. 524339 - Gregory R. Hart, Vanessa Yan, Gloria S. Huang
Population-Based Screening for Endometrial Cancer: Human vs. Machine Intelligence. 539879 - Adam Baker, Yura Perov, Katherine Middleton, Janie Baxter, Daniel Mullarkey
A Comparison of Artificial Intelligence and Human Doctors for the Purpose of Triage and Diagnosis. 543405 - Cyril Esnault
Q-Finder: An Algorithm for Credible Subgroup Discovery in Clinical Data Analysis - An Application to the International Diabetes Management Practice Study. 559927 - Justine Boulent
Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning. 564878 - Jason Youn, Tarini Naravane, Ilias Tagkopoulos:
Using Word Embeddings to Learn a Better Food Ontology. 584784 - Panagiotis Germanakos, Vania G. Dimitrova, Styliani Kleanthous:
Editorial: Article Collection on the Human Aspects in Adaptive and Personalized Interactive Environments. 606068 - Aakash Ganju, Srini Satyan, Vatsal Tanna, Sonia Rebecca Menezes:
AI for Improving Children's Health: A Community Case Study. 544972 - Ben Gittelson, Adrian Leemann, Fabian Tomaschek:
Using Crowd-Sourced Speech Data to Study Socially Constrained Variation in Nonmodal Phonation. 565682 - Mike Wald:
AI Data-Driven Personalisation and Disability Inclusion. 571955 - Su Chen, Ying Fang, Genghu Shi, John Sabatini
Automated Disengagement Tracking Within an Intelligent Tutoring System. 595627 - James Ren Hou Lee, Linda Wang, Alexander Wong:
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition. 609673 - Sola S. Shirai, Oshani Seneviratne
Identifying Ingredient Substitutions Using a Knowledge Graph of Food. 621766 - Meryem Duygun, Shatha Qamhieh Hashem
Editorial: Financial Intermediation Versus Disintermediation: Opportunities and Challenges in the FinTech Era. 629105 - Charlotte Pierce, Tim Hendtlass, Anthony Bartel, Clinton J. Woodward:
Evolving Musical Sight Reading Exercises Using Expert Models. 497530 - Markus Schedl, Christine Bauer
Listener Modeling and Context-Aware Music Recommendation Based on Country Archetypes. 508725 - Kosmas Kritsis
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. 508727 - Alexandre Kabbach
Avoiding Conflict: When Speaker Coordination Does Not Require Conceptual Agreement. 523920 - Joel Schneier
Digital Articulation: Examining Text-Based Linguistic Performances in Mobile Communication Through Keystroke-Logging Analysis. 539920 - Hans-Jörg Schmid, Quirin Würschinger, Sebastian Fischer
That's Cool. Computational Sociolinguistic Methods for Investigating Individual Lexico-grammatical Variation. 547531 - Santiago Hernández-Orozco, Hector Zenil
Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces. 567356 - Angeliki Zacharaki, Thanasis Vafeiadis, Nikolaos Kolokas, Aikaterini Vaxevani, Yuchun Xu
RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment. 570562 - Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe:
Graph Neural Networks for Maximum Constraint Satisfaction. 580607 - Shrinidhi Adke, Karl Haro von Mogel
Instance Segmentation to Estimate Consumption of Corn Ears by Wild Animals for GMO Preference Tests. 593622 - Wen Chen, Yimin Li, Nimu Yuan, Jinyi Qi, Brandon A. Dyer, Levent Sensoy, Stanley H. Benedict, Lu Shang, Shyam Rao, Yi Rong:
Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy. 614384 - Marieke van Erp
Using Natural Language Processing and Artificial Intelligence to Explore the Nutrition and Sustainability of Recipes and Food. 621577 - Mohammed-Farouk Bouaziz, Pascale Marange, Alexandre Voisin
Control Sequence Ranking for Critical System Based on Health of Equipment Thanks to Choquet Integral. - Richard Ribón Fletcher, Audace Nakeshimana, Olasubomi Olubeko:
Addressing Fairness, Bias, and Appropriate Use of Artificial Intelligence and Machine Learning in Global Health.
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