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2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI)

Oct. 28 2024 to Oct. 31 2024

Washington, DC, USA

ISBN: 979-8-3503-8672-1

Table of Contents

Title Page IFreely available from IEEE.pp. 1-1
Title Page IIIFreely available from IEEE.pp. 3-3
CopyrightFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-9
Message from the General Chairs and PC ChairsFreely available from IEEE.pp. 10-11
Steering CommitteeFreely available from IEEE.pp. 12-12
Organizing CommitteeFreely available from IEEE.pp. 13-13
Technical Program CommitteeFreely available from IEEE.pp. 14-14
KeynotesFreely available from IEEE.pp. 15-16
Plenary PanelFreely available from IEEE.pp. 17-21
State-Of-The-Art and Challenges in Causal Inference on Graphs: Confounders and InterferencesFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Jingyuan Chou, Jiangzhuo Chen, Madhav Marathe
Causal Inductive Biases for Cognitive Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 14-16
by Saketh Vishnubhatla, Adrienne Raglin, Raha Moraffah, Huan Liu
Causal Intervention and Semantic Knowledge for Object RelationshipsFull-text access may be available. Sign in or learn about subscription options.pp. 17-22
by Ayron Fears, Adrienne Raglin, Anjon Basak
The Case for Micro Foundation Models to Support Robust Edge IntelligenceFull-text access may be available. Sign in or learn about subscription options.pp. 23-31
by Tomoyoshi Kimura, Ashitabh Misra, Yizhuo Chen, Denizhan Kara, Jinyang Li, Tianshi Wang, Ruijie Wang, Joydeep Bhattacharyya, Jae Kim, Prashant Shenoy, Mani Srivastava, Maggie Wigness, Tarek Abdelzaher
Enhancing Federated Learning Security: Combating Clients’ Data Poisoning with Classifier EnsemblesFull-text access may be available. Sign in or learn about subscription options.pp. 32-39
by Arunava Roy, Dipankar Dasgupta
Optimized Machine Learning Based Multimodal UAV Detection Using Ensemble StackingFull-text access may be available. Sign in or learn about subscription options.pp. 40-49
by James McCoy, Danda B Rawat
Using Automated Core and Spurious Features Detection in Scene Recognition to Explain Computer Vision ModelFull-text access may be available. Sign in or learn about subscription options.pp. 50-55
by Anjon Basak, Adrienne Raglin
Towards Effective Authorship Attribution: Integrating Class-Incremental LearningFull-text access may be available. Sign in or learn about subscription options.pp. 56-65
by Mostafa Rahgouy, Hamed Babaei Giglou, Mehnaz Tabassum, Dongji Feng, Amit Das, Taher Rahgooy, Gerry Dozier, Cheryl D. Seals
Automated Framework for Groundwater Monitoring Using DWT with LSTM and TransformersFull-text access may be available. Sign in or learn about subscription options.pp. 66-74
by Mrunmayee Dhapre, Jehanzeb Khan, Youngsoo Kim, Thomas Danielson, Shrikant Jadhav
Data-Driven Vulnerable Community Identification During Compound DisastersFull-text access may be available. Sign in or learn about subscription options.pp. 75-84
by Jainil Anilkumar Patel, Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis
Overcoming Trust and Incentive Barriers in Decentralized AIFull-text access may be available. Sign in or learn about subscription options.pp. 85-94
by Abhishek Singh, Charles Lu, Ramesh Raskar
MimicAI: An LLM based system that mimics and explainsFull-text access may be available. Sign in or learn about subscription options.pp. 95-102
by Upendra Sharma, Sriya Ayachitula
Open Human-Robot Collaboration Systems (OHRCS): A Research PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 103-110
by Prasanth Sengadu Suresh, Diego Romeres, Prashant Doshi, Siddarth Jain
A Study of Response Time Instability of Microservices at High Resource Utilization in the CloudFull-text access may be available. Sign in or learn about subscription options.pp. 111-116
by Qingyang Wang, Xuhang Gu, Calton Pu
A Graph-based Approach to Human Activity RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 117-126
by Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Trust and Collaboration Testing in Controlled Human-Robot EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 127-136
by John Frericks, Brandon Kang, Neal Outland, Prashant Doshi, Kyle Johnsen, Aaron Schecter
Sense-making and knowledge construction via constructivist learning paradigmFull-text access may be available. Sign in or learn about subscription options.pp. 137-143
by Jianyong Xue, Raphaël Lallement, Matteo Morelli
Explainable Anomaly Detection: Counterfactual driven What-If AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 144-151
by Logan Cummins, Alexander Sommers, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
Fair Evaluator: An Adversarial Debiasing-based Deep Learning Framework in Student AdmissionsFull-text access may be available. Sign in or learn about subscription options.pp. 152-161
by Amisha Priyadarshini, Sergio Gago-Masague
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 162-171
by Jinwen Tang, Yi Shang
Multi-agent Reinforcement Learning for Dynamic Dispatching in Material Handling SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 172-181
by Xian Yeow Lee, Haiyan Wang, Daisuke Katsumata, Takaharu Matsui, Chetan Gupta
Optimizing Human-Robot Collaboration in Industry 5.0: A Comparative Study of Communication Mediums and Their Impact on Worker Well-being and ProductivityFull-text access may be available. Sign in or learn about subscription options.pp. 182-188
by Bsher Karbouj, Per Sören Tobias Schuster, Moritz Blumhagen, Jörg Krüger
Neural Bezier Interpolation with Manifold Learning for Reliable Vessel Trajectory PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 189-196
by Gawon Lee, Dohee Kim, Segil Park, Sunghyun Sim, Ling Liu, Hyerim Bae
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 197-206
by Bohan Jiang, Chengshuai Zhao, Zhen Tan, Huan Liu
Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative StoriesFull-text access may be available. Sign in or learn about subscription options.pp. 207-216
by Jinwen Tang, Qiming Guo, Yunxin Zhao, Yi Shang
Cognitive Chunks, Neural Engrams and Natural Concepts: Bridging the Gap between Connectionism and SymbolismFull-text access may be available. Sign in or learn about subscription options.pp. 217-225
by Dmitry Bennett, Fernand Gobet
Evolving Cognitive Models: A Novel Approach to Verbal LearningFull-text access may be available. Sign in or learn about subscription options.pp. 226-233
by Noman Javed, Dmitry Bennett, Laura K. Bartlett, Peter C. R. Lane, Fernand Gobet
Enhanced Model Robustness by Integrated Local and Global ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 234-239
by Longwei Wang, Aashish Ghimire, Kc Santosh
Dynamic Network Analysis of Cognitive Attacks Using Meta-Network Modeling and Community Detection AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 240-246
by Abdullah Melhem, Zain Halloush, Ahmed Aleroud
EMDA-Net: Earth Mover’s Distance (EMD) influenced Attention-aided Neural Network for Medical Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 247-256
by Surya Majumder, Kushaj Mallick, Wrick Pal, Somenath Chakraborty, Ram Sarkar
How We Browse: Measurement and Analysis of Browsing BehaviorFull-text access may be available. Sign in or learn about subscription options.pp. 257-264
by Yuliia Lut, Michael Wang, Elissa M. Redmiles, Rachel Cummings
Investigating the Impact of Randomness on Reproducibility in Computer Vision: A Study on Applications in Civil Engineering and MedicineFull-text access may be available. Sign in or learn about subscription options.pp. 265-274
by Bahadır Eryılmaz, Osman Alperen Koraş, Jörg Schlötterer, Christin Seifert
Computational Scientific Discovery in Cognitive ScienceFull-text access may be available. Sign in or learn about subscription options.pp. 275-277
by Peter C. R. Lane, Fernand Gobet
Effective Diversity Optimizations for High Accuracy Deep EnsemblesFull-text access may be available. Sign in or learn about subscription options.pp. 278-287
by Hongpeng Jin, Maryam Akhavan Aghdam, Sai Nath Chowdary Medikonduru, Wenqi Wei, Xuyu Wang, Wenbin Zhang, Yanzhao Wu
Harnessing Deep Learning for Fault Detection in Industry 4.0: A Multimodal ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 288-294
by Jialie Shen, Marie Morrison, Haiyan Miao, Fengshou Gu
Author IndexFreely available from IEEE.pp. 295-296
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