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ORCIDFrontiers 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, E. 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.