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| 2021 | Airbnb Price Prediction Using Machine Learning and Sentiment Analysis. Pouya Rezazadeh Kalehbasti, Liubov Nikolenko, Hoormazd Rezaei |
| 2021 | Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag |
| 2021 | Automated Short Answer Grading Using Deep Learning: A Survey. Sridevi Bonthu, S. Rama Sree, Munaga H. M. Krishna Prasad |
| 2021 | Deep Convolutional Neural Network (CNN) Design for Pathology Detection of COVID-19 in Chest X-Ray Images. Narayana Darapaneni, Anindya Sil, Balaji Kagiti, S. Krishna Kumar, N. B. Ramanathan, S. B. VasanthaKumara, Anwesh Reddy Paduri, Abdul Manuf |
| 2021 | Digital Transformation for Sustainable Development Goals (SDGs) - A Security, Safety and Privacy Perspective on AI. Andreas Holzinger, Edgar R. Weippl, A Min Tjoa, Peter Kieseberg |
| 2021 | Explanatory Pluralism in Explainable AI. Yiheng Yao |
| 2021 | Fair and Adequate Explanations. Nicholas Asher, Soumya Paul, Chris Russell |
| 2021 | From Explainable to Reliable Artificial Intelligence. Sara Narteni, Melissa Ferretti, Vanessa Orani, Ivan Vaccari, Enrico Cambiaso, Maurizio Mongelli |
| 2021 | Human-in-the-Loop Model Explanation via Verbatim Boundary Identification in Generated Neighborhoods. Xianlong Zeng, Fanghao Song, Zhongen Li, Krerkkiat Chusap, Chang Liu |
| 2021 | MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers. Rajat Sharma, Nikhil Reddy, Vidhya Kamakshi, Narayanan C. Krishnan, Shweta Jain |
| 2021 | Machine Learning and Knowledge Extraction - 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, Virtual Event, August 17-20, 2021, Proceedings Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl |
| 2021 | Mining Causal Hypotheses in Categorical Time Series by Iterating on Binary Correlations. Bora I. Kumova, Dirk Saller |
| 2021 | On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images. Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag |
| 2021 | On the Trustworthiness of Tree Ensemble Explainability Methods. Angeline Yasodhara, Azin Asgarian, Diego Huang, Parinaz Sobhani |
| 2021 | Reliable AI Through SVDD and Rule Extraction. Alberto Carlevaro, Maurizio Mongelli |
| 2021 | Rice Seed Image-to-Image Translation Using Generative Adversarial Networks to Improve Weedy Rice Image Classification. Atthakorn Petchsod, Tanasai Sucontphunt |
| 2021 | Self-propagating Malware Containment via Reinforcement Learning. Sebastian Eresheim, Daniel Pasterk |
| 2021 | Text2PyCode: Machine Translation of Natural Language Intent to Python Source Code. Sridevi Bonthu, S. Rama Sree, Munaga H. M. Krishna Prasad |
| 2021 | Towards Financial Sentiment Analysis in a South African Landscape. Michelle Terblanche, Vukosi Marivate |
| 2021 | Transparent Ensembles for Covid-19 Prognosis. Guido Bologna |
| 2021 | Weighted Utility: A Utility Metric Based on the Case-Wise Raters' Perceptions. Andrea Campagner, Enrico Conte, Federico Cabitza |
| 2021 | When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised. Liubov Nikolenko, Pouya Rezazadeh Kalehbasti |