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ORCIDFrontiers 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, Zhen Yang, Han Feng, Shailesh Tripathi, Matthias Dehmer:
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, Kyrre Glette, Tønnes F. Nygaard, Jim Tørresen:
Understanding Musical Predictions With an Embodied Interface for Musical Machine Learning. 6 - Noora Aldenaini, Felwah Alqahtani, Rita Orji, Srinivas Sampalli:
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, Melissa Farasyn, Jacques Van Keymeulen, Arjan van Hessen:
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, Richard G. Wise:
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, Mick Grierson, Rebecca Fiebrink:
Designing and Evaluating the Usability of a Machine Learning API for Rapid Prototyping Music Technology. 13 - Filippo Carnovalini, Antonio Rodà:
Computational Creativity and Music Generation Systems: An Introduction to the State of the Art. 14 - David Trye, Andreea Calude, Felipe Bravo-Marquez, Te Taka Keegan:
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, Youngsun Kong, Ki H. Chon, Jeffrey B. Bolkhovsky:
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, Gloria Polinesi:
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, Samer Al-Mashharawi, Matteo G. Ziliani, Yoseline Angel, Gabriele Fiene, Sónia Negrão, Magdi A. A. Mousa, Mark A. Tester, Matthew F. McCabe:
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, Alexia Akbay, Melpomene Vasiliou, Ronald N. Hines, Lucas Joppa, Vasilis Vasiliou, Nicole C. Kleinstreuer:
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, Novi Quadrianto:
Tuning Fairness by Balancing Target Labels. 33 - Dallas Card, Noah A. Smith:
On Consequentialism and Fairness. 34 - Patrick Schramowski, Cigdem Turan, Sophie F. Jentzsch, Constantin A. Rothkopf, Kristian Kersting:
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, Morgan Sonderegger, Jane Stuart-Smith, Josef Fruehwald:
Toward "English" Phonetics: Variability in the Pre-consonantal Voicing Effect Across English Dialects and Speakers. 38 - Martijn Bartelds, Caitlin Richter, Mark Y. Liberman, Martijn Wieling:
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, Momiao Xiong:
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, Jonas Lundberg:
Size Matters: Digital Social Networks and Language Change. 46 - Pavlina Kröckel, Freimut Bodendorf:
Process Mining of Football Event Data: A Novel Approach for Tactical Insights Into the Game. 47 - Patrycja Strycharczuk, Manuel López-Ibáñez, Georgina Brown, Adrian Leemann:
General Northern English. Exploring Regional Variation in the North of England With Machine Learning. 48 - Martin Zurowietz, Tim W. Nattkemper:
An Interactive Visualization for Feature Localization in Deep Neural Networks. 49 - Yu-Cheng Chang, Anna Dostovalova, Chin-Teng Lin, Jijoong Kim:
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, Faezeh Marzbanrad, Rachel Hall-Clifford, Peter Rohloff, Gari D. Clifford:
A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population. 56 - André Tabone, Alexandra Bonnici, Stefania Cristina:
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, Jiann-Shiun Yuan:
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, Maria Liakata, Simon DeDeo, Jacob Eisenstein, David Mimno, Rebekah Tromble, Jane Winters:
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, Jaap Verheul:
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, Qiuwen Wu, Fang-Fang Yin, Qingrong Jackie Wu:
Knowledge Models as Teaching Aid for Training Intensity Modulated Radiation Therapy Planning: A Lung Cancer Case Study. 66 - Wentao Wang, Yang Sheng, Chunhao Wang, Jiahan Zhang, Xinyi Li, Manisha Palta, Brian Czito, Christopher G. Willett, Qiuwen Wu, Yaorong Ge, Fang-Fang Yin, Qingrong Jackie Wu:
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, Bettina Finzel, Ute Schmid:
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, Mark Tomlinson, Siham Sikander, Sarah Skeen, Marguerite Marlow, Stefani du Toit, Manuel Eisner:
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, Vince I. Madai, Ela M. Akay, Orhun Utku Aydin, Jonas Behland, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Abdel Aziz Taha, Jens Wuerfel, Petr Dusek, Thoralf Niendorf, Jochen B. Fiebach, Dietmar Frey, Michelle Livne:
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease. 552258 - Stelian Curceac, Peter M. Atkinson, Alice E. Milne, Lianhai Wu, Paul Harris:
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, Mohamed Khalifa:
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, Chia-Yu Wu:
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, Igor Kagan, Arezoo Pooresmaeili:
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, Jan Philip Göpfert, Akshat Tandon, Guillaume Mollard, Nikhil Rayaprolu, Marcel Salathé, Malte Schilling:
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, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
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, Olli Yli-Harja, Matthias Dehmer:
Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status. 524339 - Gregory R. Hart, Vanessa Yan, Gloria S. Huang, Ying Liang, Bradley J. Nartowt, Wazir Muhammad, Jun Deng:
Population-Based Screening for Endometrial Cancer: Human vs. Machine Intelligence. 539879 - Adam Baker, Yura Perov, Katherine Middleton, Janie Baxter, Daniel Mullarkey, Davinder Sangar, Mobasher Butt, Arnold DoRosario, Saurabh Johri:
A Comparison of Artificial Intelligence and Human Doctors for the Purpose of Triage and Diagnosis. 543405 - Cyril Esnault, May-Line Gadonna, Maxence Queyrel, Alexandre Templier, Jean-Daniel Zucker:
Q-Finder: An Algorithm for Credible Subgroup Discovery in Clinical Data Analysis - An Application to the International Diabetes Management Practice Study. 559927 - Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau:
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, Daphne Greenberg, Jan C. Frijters, Arthur C. Graesser:
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, Minor Gordon, Ching-Hua Chen, Deborah L. McGuinness:
Identifying Ingredient Substitutions Using a Knowledge Graph of Food. 621766 - Meryem Duygun, Shatha Qamhieh Hashem, Alessandra Tanda:
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, Wolfgang Reisinger, Dominik Kowald, Elisabeth Lex:
Listener Modeling and Context-Aware Music Recommendation Based on Country Archetypes. 508725 - Kosmas Kritsis, Theatina Kylafi, Maximos A. Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros:
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. 508727 - Alexandre Kabbach, Aurélie Herbelot:
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, Helmut Küchenhoff:
That's Cool. Computational Sociolinguistic Methods for Investigating Individual Lexico-grammatical Variation. 547531 - Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces. 567356 - Angeliki Zacharaki, Thanasis Vafeiadis, Nikolaos Kolokas, Aikaterini Vaxevani, Yuchun Xu, Michael Peschl, Dimosthenis Ioannidis, Dimitrios Tzovaras:
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, Yu Jiang, Changying Li:
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, Christian Reynolds, Diana Maynard, Alain Starke, Rebeca Ibáñez Martín, Frédéric Andrès, Maria C. A. Leite, Damien Alvarez de Toledo, Ximena Schmidt Rivera, Christoph Trattner, Steven Brewer, Carla Adriano Martins, Alana Kluczkovski, Angelina Frankowska, Sarah Bridle, Renata Bertazzi Levy, Fernanda Rauber, Jacqueline Tereza da Silva, Ulbe Bosma:
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, Jean-François Pétin:
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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