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2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI)

Dec. 13 2021 to Dec. 15 2021

Atlanta, GA, USA

ISBN: 978-1-6654-1621-4

Table of Contents

[Title page]Freely available from IEEE.pp. 1-1
2021 IEEE Third International Conference on Cognitive Machine Intelligence CogMI 2021 [title page]Freely available from IEEE.pp. 1-1
[Copyright notice]Freely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-ix
Message from IEEE CogMI 2021 General Chairs and PC ChairsFreely available from IEEE.pp. x-xi
Organizing CommitteeFreely available from IEEE.pp. xii-xii
Technical Program CommitteeFreely available from IEEE.pp. xiii-xiii
Steering CommitteeFreely available from IEEE.pp. xiv-xiv
[Keynotes - 3 abstracts]Full-text access may be available. Sign in or learn about subscription options.pp. xv-xvii
FireWarn: Fire Hazards Detection Using Deep Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Isaac Hogan, Donghao Qiao, Ruikang Luo, Mojtaba Moattari, Austin Carthy, Farhana Zulkernine, François Rivest, Mélanie Breton
Classification and Authentication of Mineral Water Samples using Electronic Tongue and Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 11-16
by Seshu Kumar Damarla, Xiuli Zhu, Madhusree Kundu
ATARAXIS: A Deep Learning Approach for Hardwareless In-Vehicle Presence DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Magnus Oplenskedal, Amir Taherkordi, Peter Herrmann
Impact Patterns of Combining Model Pruning and Continual Learning on Model PerformanceFull-text access may be available. Sign in or learn about subscription options.pp. 27-33
by Xueyang Zhang, Hang Li, Xi Chen, Xue Liu
FairShades: Fairness Auditing via Explainability in Abusive Language Detection SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 34-43
by Marta Marchiori Manerba, Riccardo Guidotti
TRIPLEx: Triple Extraction for ExplanationFull-text access may be available. Sign in or learn about subscription options.pp. 44-53
by Mattia Setzu, Anna Monreale, Pasquale Minervini
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryFull-text access may be available. Sign in or learn about subscription options.pp. 54-63
by Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
Artificial Intelligence Trends and Future Scenarios: Relations Between Statistics and OpinionsFull-text access may be available. Sign in or learn about subscription options.pp. 64-70
by Gissel Velarde
Classification of Human Emotions using Ensemble Classifier by Analysing EEG SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 71-77
by Lakindu Induwara Mampitiya, Rizma Nalmi, Namal Rathnayake
An Empathetic AI Coach for Self-Attachment TherapyFull-text access may be available. Sign in or learn about subscription options.pp. 78-87
by Lisa Alazraki, Ali Ghachem, Neophytos Polydorou, Foaad Khosmood, Abbas Edalat
Cross-Domain Sentiment Classification with Attention-Assisted GANFull-text access may be available. Sign in or learn about subscription options.pp. 88-95
by Yi-Fan Li, Yu Lin, Yang Gao, Latifur Khan
Valence/Arousal Estimation of Occluded Faces from VR HeadsetsFull-text access may be available. Sign in or learn about subscription options.pp. 96-105
by Tom Gotsman, Neophytos Polydorou, Abbas Edalat
A Modular Approach to Building Solar Energetic Particle Event Forecasting SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 106-115
by Anli Ji, Akhil Arya, Dustin Kempton, Rafal Angryk, Manolis K. Georgoulis, Berkay Aydin
Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP)Full-text access may be available. Sign in or learn about subscription options.pp. 116-123
by Hendrik F.R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer
On the Design of Medical Data Ecosystem for Improving Healthcare Research and Commercial IncentiveFull-text access may be available. Sign in or learn about subscription options.pp. 124-131
by Zon-Yin Shae, Jeffrey J.P. Tsai
A Novel Application of a Semi-Supervised Learning Approach to Identify Choroidal Tumors in Fundus PhotographsFull-text access may be available. Sign in or learn about subscription options.pp. 132-139
by Luay Abdeljaber, Latifur Khan, Mahmoud Zamani, Musa Abdelaziz, Bertil Damato, Armin Afshar
Pre-training Graph Neural Network for Cross Domain RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 140-145
by Chen Wang, Yueqing Liang, Zhiwei Liu, Tao Zhang, Philip S. Yu
PerfML: Smart Management of Complex Performance Data and AnalyticsFull-text access may be available. Sign in or learn about subscription options.pp. 146-155
by Joshua Kimball, Rodrigo Alves Lima, Abhijit Suprem, Qingyang Wang, Yasuhiko Kanemasa, Calton Pu
Diagnosis, Prevention, and Cure for MisinformationFull-text access may be available. Sign in or learn about subscription options.pp. 156-162
by Ritwik Banerjee, Indrakshi Ray
Research Challenges for Combined Autonomy, AI, and Real-Time AssuranceFull-text access may be available. Sign in or learn about subscription options.pp. 163-167
by Tarek Abdelzaher, Sanjoy Baruah, Chris Gill, Eugene Vorobeychik, Ning Zhang, Xuan Zhang
Modeling Misinformation Diffusion in Social Media: Beyond Network PropertiesFull-text access may be available. Sign in or learn about subscription options.pp. 168-171
by Francesca Spezzano
An Easy-to-Classify Approach for the Bot-IoT DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 172-179
by Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson
Towards a new paradigm for managing computing continuum applicationsFull-text access may be available. Sign in or learn about subscription options.pp. 180-188
by Víctor Casamayor Pujol, Philipp Raith, Schahram Dustdar
Addressing the Limitations of AI/ML in creating Cognitive SolutionsFull-text access may be available. Sign in or learn about subscription options.pp. 189-196
by Dinesh C Verma, Archit Verma, Utpal Mangla
Artificial Reasoning Toward Goal-Oriented Adaptive Arrays of SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 197-203
by Adrienne Raglin, Henry Hoffman, Mark Mittrick, Heather Zheng, Justine Caylor
Parallel Detection for Efficient Video Analytics at the EdgeFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Yanzhao Wu, Ling Liu, Ramana Kompella
Boosting Sparse Point Cloud Object Detection via Image FusionFull-text access may be available. Sign in or learn about subscription options.pp. 214-220
by Weijing Shi, Ragunathan Raj Rajkumar
A Hybrid Deep Learning Model for UAVs Detection in Day and Night Dual VisionsFull-text access may be available. Sign in or learn about subscription options.pp. 221-231
by Alam Noor, Kai Li, Adel Ammar, Anis Koubaa, Bilel Benjdira, Eduardo Tovar
Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 232-241
by John A. Stankovic, Meiyi Ma, Sarah Masud Preum, Homa Alemzadeh
AI-Powered IoT System at the EdgeFull-text access may be available. Sign in or learn about subscription options.pp. 242-251
by Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic
Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 252-261
by Meet P. Vadera, Benjamin M. Marlin
Enabling Hyperparameter Tuning of Machine Learning Classifiers in ProductionFull-text access may be available. Sign in or learn about subscription options.pp. 262-271
by Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani Srivastava
Hierarchical Deep Reinforcement Learning for Multi-robot Cooperation in Partially Observable EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 272-281
by Zhixuan Liang, Jiannong Cao, Wanyu Lin, Jinlin Chen, Huafeng Xu
On Detection of Out of Distribution Inputs in Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 282-288
by Susmit Jha, Anirban Roy
Author IndexFreely available from IEEE.pp. 289-290
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