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Frontiers in Artificial Intelligence, Volume 5
Volume 5, 2022
- John P. McCrae, Theodorus Fransen
, Sina Ahmadi, Paul Buitelaar, Koustava Goswami:
Toward an Integrative Approach for Making Sense Distinctions. 745626 - Mathieu Guillermin, Olivier L. Georgeon
:
Artificial Interactionism: Avoiding Isolating Perception From Cognition in AI. 806041 - Antonio Carta, Andrea Cossu
, Federico Errica, Davide Bacciu:
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark. 824655 - Jaana Leikas
, Aditya Johri, Marko Latvanen, Nina Wessberg, Antti Hahto:
Governing Ethical AI Transformation: A Case Study of AuroraAI. 836557 - Alessio Staffini
:
Stock Price Forecasting by a Deep Convolutional Generative Adversarial Network. 837596 - Faramarz Faghihi, Hany Alashwal, Ahmed A. Moustafa:
A Synaptic Pruning-Based Spiking Neural Network for Hand-Written Digits Classification. 680165 - Arthur M. Jacobs, Annette Kinder:
Computational Models of Readers' Apperceptive Mass. 718690 - Jiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang:
Compact Neural Architecture Designs by Tensor Representations. 728761 - Jinbiao Yang, Antal van den Bosch
, Stefan L. Frank:
Unsupervised Text Segmentation Predicts Eye Fixations During Reading. 731615 - Junya Morita
, Thanakit Pitakchokchai, Giri Basanta Raj, Yusuke Yamamoto, Hiroyasu Yuhashi, Teppei Koguchi:
Regulating Ruminative Web Browsing Based on the Counterbalance Modeling Approach. 741610 - Jessica Williams
, Stephen M. Fiore, Florian Jentsch:
Supporting Artificial Social Intelligence With Theory of Mind. 750763 - Joseph H. R. Isaac
, Manivannan Muniyandi, Balaraman Ravindran:
Single Shot Corrective CNN for Anatomically Correct 3D Hand Pose Estimation. 759255 - Eric Wehrli:
Collocations in Parsing and Translation. 765695 - Byung-Doh Oh, Christian Clark, William Schuler:
Comparison of Structural Parsers and Neural Language Models as Surprisal Estimators. 777963 - Sebastian Fritz-Morgenthal, Bernhard Hein, Jochen Papenbrock:
Financial Risk Management and Explainable, Trustworthy, Responsible AI. 779799 - Zaniar Ardalan, Vignesh Subbian:
Transfer Learning Approaches for Neuroimaging Analysis: A Scoping Review. 780405 - Pablo Contreras Kallens, Morten H. Christiansen
:
Models of Language and Multiword Expressions. 781962 - Shoji Kido, Shunske Kidera, Yasushi Hirano, Shingo Mabu, Tohru Kamiya, Nobuyuki Tanaka, Yuki Suzuki, Yanagawa Masahiro
, Noriyuki Tomiyama:
Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network. 782225 - Francesco Conti
, Patrizio Frosini, Nicola Quercioli:
On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions. 786091 - Melina Vladisauskas
, Laouen Belloli, Diego Fernández Slezak, Andrea Paula Goldin:
A Machine Learning Approach to Personalize Computerized Cognitive Training Interventions. 788605 - Andrea Bruera
, Massimo Poesio:
Exploring the Representations of Individual Entities in the Brain Combining EEG and Distributional Semantics. 796793 - Vsevolod Kapatsinski:
Morphology in a Parallel, Distributed, Interactive Architecture of Language Production. 803259 - Kamil Akhuseyinoglu, Peter Brusilovsky:
Exploring Behavioral Patterns for Data-Driven Modeling of Learners' Individual Differences. 807320 - Guang Yang:
An Overview of Current Solutions for Privacy in the Internet of Things. 812732 - Karen E. Batch, Jianwei Yue
, Alex Darcovich, Kaelan Lupton, Corinne C. Liu, David P. Woodlock, Mohammad Ali K. El Amine, Pamela I. Causa-Andrieu, Lior Gazit, Gary H. Nguyen, Farhana H. Zulkernine, Richard K. G. Do
, Amber L. Simpson:
Developing a Cancer Digital Twin: Supervised Metastases Detection From Consecutive Structured Radiology Reports. 826402 - Pranshu Chaturvedi, Asad Khan
, Minyang Tian, Eliu A. Huerta, Huihuo Zheng
:
Inference-Optimized AI and High Performance Computing for Gravitational Wave Detection at Scale. 828672 - Samuel Nii Odoi Devine
, Emmanuel Awuni Kolog, Roger Atinga
:
Toward a Knowledge-Based System for African Traditional Herbal Medicine: A Design Science Research Approach. 856705 - Aleksandra Klasnja-Milicevic
, Mirjana Ivanovic, Boban Vesin, Maya Satratzemi, Barbara Wasson
:
Editorial: Learning Analytics - Trends and Challenges. 856807 - Ramin Homayouni, Huixiao Hong, Prashanti Manda, Bindu Nanduri, Inimary T. Toby:
Editorial: Unleashing Innovation on Precision Public Health-Highlights From the MCBIOS and MAQC 2021 Joint Conference. 859700 - Yuanda Zhu, Janani Venugopalan, Zhenyu Zhang, Nikhil Chanani, Kevin O. Maher, May D. Wang:
Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit. 640926 - Nathan Cornille, Katrien Laenen, Marie-Francine Moens:
Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models. 736791 - Parisa Kordjamshidi, Dan Roth, Kristian Kersting:
Declarative Learning-Based Programming as an Interface to AI Systems. 755361 - Christelle Langley, Bogdan-Ionut Cirstea, Fabio Cuzzolin, Barbara J. Sahakian:
Theory of Mind and Preference Learning at the Interface of Cognitive Science, Neuroscience, and AI: A Review. 778852 - Shota Yamanaka:
Utility of Crowdsourced User Experiments for Measuring the Central Tendency of User Performance: A Case of Error-Rate Model Evaluation in a Pointing Task. 798892 - Max Kölbl, Yuki Kyogoku, J. Nathanael Philipp
, Michael Richter, Clemens Rietdorf, Tariq Yousef
:
Beyond the Failure of Direct-Matching in Keyword Evaluation: A Sketch of a Graph Based Solution. 801564 - Pei Wang, Christian Hahm, Patrick Hammer:
A Model of Unified Perception and Cognition. 806403 - Hang Yu
, Rana X. Adhikari:
Nonlinear Noise Cleaning in Gravitational-Wave Detectors With Convolutional Neural Networks. 811563 - Vasudevan Nedumpozhimana, Filip Klubicka, John D. Kelleher
:
Shapley Idioms: Analysing BERT Sentence Embeddings for General Idiom Token Identification. 813967 - Alexandra Uma, Dina Almanea, Massimo Poesio:
Scaling and Disagreements: Bias, Noise, and Ambiguity. 818451 - Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
:
GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. 825565 - Alex Kearney, Johannes Günther, Patrick M. Pilarski
:
Prediction, Knowledge, and Explainability: Examining the Use of General Value Functions in Machine Knowledge. 826724 - Alexander Wong, James Ren Hou Lee, Hadi Rahmat-Khah, Ali Sabri, Amer Alaref, Haiyue Liu:
TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases From Chest X-Ray Images. 827299 - Jurgita Cerneviciene
, Audrius Kabasinskas:
Review of Multi-Criteria Decision-Making Methods in Finance Using Explainable Artificial Intelligence. 827584 - Andrea Cossu
, Gabriele Graffieti, Lorenzo Pellegrini
, Davide Maltoni, Davide Bacciu, Antonio Carta
, Vincenzo Lomonaco:
Is Class-Incremental Enough for Continual Learning? 829842 - Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees
, Ribana Roscher:
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. 830026 - Chris Welty, Lora Aroyo, Flip Korn, Sara M. McCarthy, Shubin Zhao:
Addressing Label Sparsity With Class-Level Common Sense for Google Maps. 830299 - Lan N. Vuong
, Nghia Huynh, Dat Q. Ngo, Vinh N. Nguyen, Khoa D. Duong, Nguyen N. Tran
, Truyen P. Le, Nghia A. Nguyen, Thao T. P. Doan, Duy L. Pham, Tu H. K. Trinh, Quan T. T. Vu, Phong H. Nguyen, Tuan D. Tran:
A Community-Based Model of Care During the Fourth Wave of the COVID-19 Outbreak in Ho Chi Minh City, Vietnam. 831841 - Justin Lo, Adam Lim, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
:
Fetal Organ Anomaly Classification Network for Identifying Organ Anomalies in Fetal MRI. 832485 - Nina de Lacy, Michael J. Ramshaw, J. Nathan Kutz:
Integrated Evolutionary Learning: An Artificial Intelligence Approach to Joint Learning of Features and Hyperparameters for Optimized, Explainable Machine Learning. 832530 - Nitasha Kaul
:
3Es for AI: Economics, Explanation, Epistemology. 833238 - Pieter A. Blomsma, Gabriel Skantze
, Marc Swerts
:
Backchannel Behavior Influences the Perceived Personality of Human and Artificial Communication Partners. 835298 - Ghadah Alqahtani
, Abdulrahman Alothaim
:
Emotion Analysis of Arabic Tweets: Language Models and Available Resources. 843038 - Francesco Bossi, Francesco Di Gruttola
, Antonio Mastrogiorgio, Sonia D'Arcangelo, Nicola Lattanzi
, Andrea P. Malizia, Emiliano Ricciardi:
Estimating Successful Internal Mobility: A Comparison Between Structural Equation Models and Machine Learning Algorithms. 848015 - Ezequiel Alvarez, Michael Spannowsky, Manuel Szewc:
Unsupervised Quark/Gluon Jet Tagging With Poissonian Mixture Models. 852970 - Shahin Amiriparian
, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller
:
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data. 856232 - Mor Vered, Reuth Mirsky, Ramon Fraga Pereira, Felipe Meneguzzi
:
Editorial: Advances in Goal, Plan and Activity Recognition. 861669 - Marcus Specht, Catharine Oertel:
Editorial: Intelligent Conversational Agents. 867834 - Luca Blum, Mohamed Elgendi, Carlo Menon
:
Impact of Box-Cox Transformation on Machine-Learning Algorithms. 877569 - Nora E. Aguirre-Celis, Risto Miikkulainen:
How the Brain Dynamically Constructs Sentence-Level Meanings From Word-Level Features. 733163 - Dimitrios Serpanos
, Georgios Xenos, Billy Tsouvalas
:
Location and Language Independent Fake Rumor Detection Through Epidemiological and Structural Graph Analysis of Social Connections. 734347 - Gesselle B. Batucan
, Gamaliel G. Gonzales
, Merly G. Balbuena
, Kyla Rose B. Pasaol, Darlyn N. Seno, Roselyn R. Gonzales
:
An Extended UTAUT Model to Explain Factors Affecting Online Learning System Amidst COVID-19 Pandemic: The Case of a Developing Economy. 768831 - Alexander Prange, Daniel Sonntag:
Modeling Users' Cognitive Performance Using Digital Pen Features. 787179 - Mireille Hildebrandt
:
The Issue of Proxies and Choice Architectures. Why EU Law Matters for Recommender Systems. 789076 - Gary Smith, Vaishak Belle, Ronald P. A. Petrick:
Intention Recognition With ProbLog. 806262 - Mario Casillo
, Massimo De Santo, Rosalba Mosca, Domenico Santaniello:
An Ontology-Based Chatbot to Enhance Experiential Learning in a Cultural Heritage Scenario. 808281 - Tabea Kossen
, Manuel A. Hirzel, Vince I. Madai
, Franziska Boenisch, Anja Hennemuth
, Kristian Hildebrand, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert
, Jan Sobesky
, Ivana Galinovic
, Ahmed A. Khalil
, Jochen B. Fiebach
, Dietmar Frey
:
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks. 813842 - Ruben Baskaran, Karim Møller, Uffe Kock Wiil
, Mikkel Brabrand
:
Using Facial Landmark Detection on Thermal Images as a Novel Prognostic Tool for Emergency Departments. 815333 - Susan Windisch Brown, Julia Bonn, Ghazaleh Kazeminejad, Annie Zaenen, James Pustejovsky, Martha Palmer:
Semantic Representations for NLP Using VerbNet and the Generative Lexicon. 821697 - Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi:
Computational Modeling of Stereotype Content in Text. 826207 - Andrea Tocchetti, Lorenzo Corti, Marco Brambilla
, Irene Celino:
EXP-Crowd: A Gamified Crowdsourcing Framework for Explainability. 826499 - David Elliott
, Eldon Soifer:
AI Technologies, Privacy, and Security. 826737 - Alexandre Georgieff, Raphaela Hyee:
Artificial Intelligence and Employment: New Cross-Country Evidence. 832736 - Harri Oinas-Kukkonen, Sami Pohjolainen
, Eunice Eno Yaa Frimponmaa Agyei
:
Mitigating Issues With/of/for True Personalization. 844817 - Shadi Atalla, Saad Ali Amin, M. V. Manoj Kumar, Nanda Kumar Bidare Sastry
, Wathiq Mansoor
, Ananth Rao:
Autonomous Tool for Monitoring Multi-Morbidity Health Conditions in UAE and India. 865792 - Hendra Suryanto, Ashesh Mahidadia, Michael Bain, Charles Guan, Ada Guan:
Credit Risk Modeling Using Transfer Learning and Domain Adaptation. 868232 - Anja Warning, Enzo Weber, Anouk Püffel:
On the Impact of Digitalization and Artificial Intelligence on Employers' Flexibility Requirements in Occupations - Empirical Evidence for Germany. 868789 - Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness:
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. 871162 - Bohua Wan
, Brian Caffo, S. Swaroop Vedula:
A Unified Framework on Generalizability of Clinical Prediction Models. 872720 - Tom Kouwenhoven
, Tessa Verhoef
, Roy De Kleijn
, Stephan Raaijmakers:
Emerging Grounded Shared Vocabularies Between Human and Machine, Inspired by Human Language Evolution. 886349 - Manoj Kumar M. V, Nanda Kumar Bidare Sastry
, Immanuel Azaad Moonesar
, Ananth Rao:
Predicting Universal Healthcare Through Health Financial Management for Sustainable Development in BRICS, GCC, and AUKUS Economic Blocks. 887225 - O. Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesús A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim:
Neural Network Training With Asymmetric Crosspoint Elements. 891624 - Branka Hadji Misheva
, Jochen Papenbrock:
Editorial: Explainable, Trustworthy, and Responsible AI for the Financial Service Industry. 902519 - Tim Hulsen
, Milan Petkovic, Orsolya Edit Varga, Saumya Shekhar Jamuar:
Editorial: AI in Healthcare: From Data to Intelligence. 909391 - Neil P. Oxtoby, Cameron Shand
, David M. Cash
, Daniel C. Alexander
, Frederik Barkhof
:
Targeted Screening for Alzheimer's Disease Clinical Trials Using Data-Driven Disease Progression Models. 660581 - Ophélie Lo-Thong-Viramoutou, Philippe Charton
, Xavier F. Cadet, Brigitte Grondin-Perez, Emma Saavedra, Cédric Damour, Frédéric Cadet:
Non-linearity of Metabolic Pathways Critically Influences the Choice of Machine Learning Model. 744755 - Miguel Ángel Méndez Lucero, Rafael-Michael Karampatsis, Enrique Bojorquez Gallardo, Vaishak Belle:
Signal Perceptron: On the Identifiability of Boolean Function Spaces and Beyond. 770254 - Ghazaleh Kazeminejad, Martha Palmer, Susan Windisch Brown, James Pustejovsky:
Componential Analysis of English Verbs. 780385 - Suzanne Stevenson, Paola Merlo:
Beyond the Benchmarks: Toward Human-Like Lexical Representations. 796741 - Heting Gao, Junrui Ni
, Yang Zhang, Kaizhi Qian, Shiyu Chang, Mark Hasegawa-Johnson:
Domain Generalization for Language-Independent Automatic Speech Recognition. 806274 - Federica Lucia Vinella, Chinasa Odo
, Ioanna Lykourentzou, Judith Masthoff:
How Personality and Communication Patterns Affect Online ad-hoc Teams Under Pressure. 818491 - Federica Lucia Vinella, Jiayuan Hu, Ioanna Lykourentzou, Judith Masthoff:
Crowdsourcing Team Formation With Worker-Centered Modeling. 818562 - Kotaro Okazaki, Katsumi Inoue:
Explainable Model Fusion for Customer Journey Mapping. 824197 - Vivek Krishna Pradhan, Mike Schaekermann, Matthew Lease
:
In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers. 828187 - Kyoung Tak Cho, Taner Z. Sen, Carson M. Andorf:
Predicting Tissue-Specific mRNA and Protein Abundance in Maize: A Machine Learning Approach. 830170 - Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell:
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments. 832909 - Naomi Kamoen, Christine Liebrecht
:
I Need a CAVAA: How Conversational Agent Voting Advice Applications (CAVAAs) Affect Users' Political Knowledge and Tool Experience. 835505 - Simon Roessig
, Bodo Winter
, Doris Mücke
:
Tracing the Phonetic Space of Prosodic Focus Marking. 842546 - Yeon-jae Jwa, Giuseppe Di Guglielmo, Lukas Arnold, Luca Carloni, Georgia Karagiorgi:
Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors. 855184 - Rei Taguchi, Hikaru Watanabe, Hiroki Sakaji, Kiyoshi Izumi, Kenji Hiramatsu:
Constructing Equity Investment Strategies Using Analyst Reports and Regime Switching Models. 865950 - Masahiro Suzuki
, Hiroki Sakaji, Kiyoshi Izumi, Yasushi Ishikawa:
Forecasting Stock Price Trends by Analyzing Economic Reports With Analyst Profiles. 866723 - Rossana Merola:
Inclusive Growth in the Era of Automation and AI: How Can Taxation Help? 867832 - Michel Schwab
, Robert Jäschke
, Frank Fischer:
"The Rodney Dangerfield of Stylistic Devices": End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks. 868249 - Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin:
Assessing Banks' Distress Using News and Regular Financial Data. 871863 - Alina Schmitz-Hübsch, Sophie-Marie Stasch, Ron Becker, Sven Fuchs, Maria Wirzberger
:
Affective Response Categories - Toward Personalized Reactions in Affect-Adaptive Tutoring Systems. 873056 - Bikas K. Chakrabarti, Atanu Rajak, Antika Sinha:
Stochastic Learning in Kolkata Paise Restaurant Problem: Classical and Quantum Strategies. 874061 - Stefan-Bogdan Marcu
, Sabin Tabirca, Mark Tangney:
An Overview of Alphafold's Breakthrough. 875587 - Nikita Rafie, Jacob C. Jentzer, Peter A. Noseworthy, Anthony H. Kashou:
Mortality Prediction in Cardiac Intensive Care Unit Patients: A Systematic Review of Existing and Artificial Intelligence Augmented Approaches. 876007 - Iulian Gabur, Danut Petru Simioniuc
, Rod Snowdon
, Dan Cristea:
Machine Learning Applied to the Search for Nonlinear Features in Breeding Populations. 876578 - Leslie N. Smith, Adam Conovaloff:
Building One-Shot Semi-Supervised (BOSS) Learning Up to Fully Supervised Performance. 880729 - Xinting Zhu
, Yu Lin
, Yuxin He
, Kwok-Leung Tsui, Pak Wai Chan
, Lishuai Li
:
Short-Term Nationwide Airport Throughput Prediction With Graph Attention Recurrent Neural Network. 884485 - Justin Sahs, Ryan Pyle
, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel:
Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics. 889981 - Tim Steuer, Anna Filighera, Thomas Tregel, André Miede:
Educational Automatic Question Generation Improves Reading Comprehension in Non-native Speakers: A Learner-Centric Case Study. 900304 - Manoj Kumar M. V, Shadi Atalla, Nasser Almuraqab, Immanuel Azaad Moonesar
:
Detection of COVID-19 Using Deep Learning Techniques and Cost Effectiveness Evaluation: A Survey. 912022 - Christelle Langley, Bogdan-Ionut Cirstea, Fabio Cuzzolin, Barbara J. Sahakian:
Editorial: Theory of Mind in Humans and in Machines. 917565 - Ange Tato, Roger Nkambou:
Infusing Expert Knowledge Into a Deep Neural Network Using Attention Mechanism for Personalized Learning Environments. 921476 - Valerio Basile, Tommaso Caselli
, Alexandra Balahur, Lun-Wei Ku:
Editorial: Bias, Subjectivity and Perspectives in Natural Language Processing. 926435 - Ralf Klamma, Milos Kravcik, Viktoria Pammer-Schindler, Elvira Popescu:
Editorial: Intelligence Support for Mentoring Processes in Higher Education (and Beyond). 935020 - Talha Nazir, Muhammad Mushhood Ur Rehman
, Muhammad Roshan Asghar
, Junaid S. Kalia:
Artificial intelligence assisted acute patient journey. - Jie Zhu, Ashraf Yaseen
:
A Recommender for Research Collaborators Using Graph Neural Networks. - Emily Allaway, Kathleen R. McKeown:
Zero-shot stance detection: Paradigms and challenges. - Sohom Ghosh, Shefali Yadav, Xin Wang, Bibhash Chakrabarty, Serdar Kadioglu:
Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis. - Zhen Xu, Lanning Wei, Huan Zhao, Rex Ying, Quanming Yao, Wei-Wei Tu, Isabelle Guyon:
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020.