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CogMI
2019
2020
2021
2022
2019
2022
Keyphrases
Publications
2022
Gabriele Maurina
,
Hajar Homayouni
,
Sudipto Ghosh
,
Indrakshi Ray
,
Gerald P. Duggan
A Methodology for Energy Usage Prediction in Long-Lasting Abnormal Events.
CogMI
(2022)
Francesca Naretto
,
Anna Monreale
,
Fosca Giannotti
Evaluating the Privacy Exposure of Interpretable Global Explainers.
CogMI
(2022)
Dinesh C. Verma
Inference for Trustworthy Machine Intelligence: Challenges and Solutions.
CogMI
(2022)
Zon-Yin Shae
,
Kun-Yi Chen
,
Chi-Yu Chang
,
Yuan-Yu Tsai
,
Che-Yi Chou
,
William Baskett
,
Chi-Ren Shyu
,
Jeffrey J. P. Tsai
Thoughts on Non-IID Data Impact in Healthcare with Federated Learning Medical Blockchain.
CogMI
(2022)
Ricardo Baeza-Yates
,
Pablo Villoslada
Human vs. Artificial Intelligence.
CogMI
(2022)
Abhijit Suprem
,
Sanjyot Vaidya
,
Suma Cherkadi
,
Purva Singh
,
João Eduardo Ferreira
,
Calton Pu
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning.
CogMI
(2022)
DeMarcus Edwards
,
Danda B. Rawat
,
Brian M. Sadler
Adversarial Promotion for Video based Recommender Systems.
CogMI
(2022)
Javed Mostafa
,
Weimao Ke
Collaboration, Self-Reflection, and Adaptation in Robot Communities: Using Multi-Agent Distributed Learning for Coordination Planning.
CogMI
(2022)
Danda B. Rawat
Artificial Intelligence Meets Tactical Autonomy: Challenges and Perspectives.
CogMI
(2022)
Stefan Nastic
,
Philipp Raith
,
Alireza Furutanpey
,
Thomas W. Pusztai
,
Schahram Dustdar
A Serverless Computing Fabric for Edge & Cloud.
CogMI
(2022)
Robert K. L. Kennedy
,
Zahra Salekshahrezaee
,
Taghi M. Khoshgoftaar
A Novel Approach for Unsupervised Learning of Highly-Imbalanced Data.
CogMI
(2022)
4th IEEE International Conference on Cognitive Machine Intelligence, CogMI 2022, Atlanta, GA, USA, December 14-17, 2022
CogMI
(2022)
Kenneth Lai
,
Vlad P. Shmerko
,
Svetlana N. Yanushkevich
Face Biometric Fairness Evaluation on Real vs Synthetic Cross-Spectral Images.
CogMI
(2022)
Bander Allogmany
,
Darsana Josyula
An approach to dealing with incremental concept drift in personalized learning systems.
CogMI
(2022)
Yang Zhang
,
Shiqi Wang
,
Zhenduo Zhai
,
Yi Shang
,
Reid Viegut
,
Elisabeth Webb
,
Andrew Raedeke
,
Joel Sartwell
Development of New Aerial Image Datasets and Deep Learning Methods for Waterfowl Detection and Classification.
CogMI
(2022)
Yang Zhang
,
Yizhen Wang
,
Zhicheng Tang
,
Zhenduo Zhai
,
Yi Shang
,
Reid Viegut
Deep Learning Methods for Tree Detection and Classification.
CogMI
(2022)
Stacey Truex
,
Giorgi Alavidze
PSLotto: A Privacy-Enhanced COVID Lottery System.
CogMI
(2022)
Adrienne Raglin
,
Sharon Sputz
,
Andrew Smyth
Artificial Reasoning in the Streetscape.
CogMI
(2022)
Junlin Wang
,
Wenbo Wang
,
Yi Shang
,
Dong Xu
New Heuristic Methods for Protein Model Quality Assessment via Two-Stage Machine Learning and Hierarchical Ensemble.
CogMI
(2022)
Lingshu Hu
,
Can Li
,
Wenbo Wang
,
Bin Pang
,
Yi Shang
Performance Evaluation of Text Augmentation Methods with BERT on Small-sized, Imbalanced Datasets.
CogMI
(2022)
Alicia Jiayun Law
,
Ruoyu Hu
,
Lisa Alazraki
,
Anandha Gopalan
,
Neophytos Polydorou
,
Abbas Edalat
A Multilingual Virtual Guide for Self-Attachment Technique.
CogMI
(2022)
2021
Yi-Fan Li
,
Yu Lin
,
Yang Gao
,
Latifur Khan
Cross-Domain Sentiment Classification with Attention-Assisted GAN.
CogMI
(2021)
Zon-Yin Shae
,
Jeffrey J. P. Tsai
On the Design of Medical Data Ecosystem for Improving Healthcare Research and Commercial Incentive.
CogMI
(2021)
Tom Gotsman
,
Neophytos Polydorou
,
Abbas Edalat
Valence/Arousal Estimation of Occluded Faces from VR Headsets.
CogMI
(2021)
Yiran Chen
,
Ang Li
,
Huanrui Yang
,
Tunhou Zhang
,
Yuewei Yang
,
Hai Li
,
Suman Banerjee
,
Miroslav Pajic
AI-Powered IoT System at the Edge.
CogMI
(2021)
Xueyang Zhang
,
Hang Li
,
Xi Chen
,
Xue Liu
Impact Patterns of Combining Model Pruning and Continual Learning on Model Performance.
CogMI
(2021)
Tarek F. Abdelzaher
,
Sanjoy K. Baruah
,
Chris Gill
,
Yevgeniy Vorobeychik
,
Ning Zhang
,
Xuan Zhang
Research Challenges for Combined Autonomy, AI, and Real-Time Assurance.
CogMI
(2021)
Isaac Hogan
,
Donghao Qiao
,
Ruikang Luo
,
Mojtaba Moattari
,
Austin Carthy
,
Farhana H. Zulkernine
,
François Rivest
,
Mélanie Breton
FireWarn: Fire Hazards Detection Using Deep Learning Models.
CogMI
(2021)
Ritwik Banerjee
,
Indrakshi Ray
Diagnosis, Prevention, and Cure for Misinformation.
CogMI
(2021)
Adrienne Raglin
,
Henry Hoffman
,
Mark R. Mittrick
,
Heather Zheng
,
Justine Caylor
Artificial Reasoning Toward Goal-Oriented Adaptive Arrays of Sensors.
CogMI
(2021)
Joffrey L. Leevy
,
John T. Hancock
,
Taghi M. Khoshgoftaar
,
Jared M. Peterson
An Easy-to-Classify Approach for the Bot-IoT Dataset.
CogMI
(2021)
Alam Noor
,
Kai Li
,
Adel Ammar
,
Anis Koubaa
,
Bilel Benjdira
,
Eduardo Tovar
A Hybrid Deep Learning Model for UAVs Detection in Day and Night Dual Visions.
CogMI
(2021)
Zhixuan Liang
,
Jiannong Cao
,
Wanyu Lin
,
Jinlin Chen
,
Huafeng Xu
Hierarchical Deep Reinforcement Learning for Multi-robot Cooperation in Partially Observable Environment.
CogMI
(2021)
Martina Cinquini
,
Fosca Giannotti
,
Riccardo Guidotti
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery.
CogMI
(2021)
Lakindu Induwara Mampitiya
,
Rizma Nalmi
,
Namal Rathnayake
Classification of Human Emotions using Ensemble Classifier by Analysing EEG Signals.
CogMI
(2021)
Lisa Alazraki
,
Ali Ghachem
,
Neophytos Polydorou
,
Foaad Khosmood
,
Abbas Edalat
An Empathetic AI Coach for Self-Attachment Therapy.
CogMI
(2021)
Sandeep Singh Sandha
,
Mohit Aggarwal
,
Swapnil Sayan Saha
,
Mani B. Srivastava
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production.
CogMI
(2021)
Victor Casamayor-Pujol
,
Philipp Raith
,
Schahram Dustdar
Towards a new paradigm for managing computing continuum applications.
CogMI
(2021)
Luay Abdeljaber
,
Latifur Khan
,
Mahmoud Zamani
,
Musa Abdelaziz
,
Bertil E. Damato
,
Armin Afshar
A Novel Application of a Semi-Supervised Learning Approach to Identify Choroidal Tumors in Fundus Photographs.
CogMI
(2021)
Francesca Spezzano
Modeling Misinformation Diffusion in Social Media: Beyond Network Properties.
CogMI
(2021)
Mattia Setzu
,
Anna Monreale
,
Pasquale Minervini
TRIPLEx: Triple Extraction for Explanation.
CogMI
(2021)
Hendrik F. R. Schmidt
,
Jörg Schlötterer
,
Marcel Bargull
,
Enrico Nasca
,
Ryan Aydelott
,
Christin Seifert
,
Folker Meyer
Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP).
CogMI
(2021)
Marta Marchiori Manerba
,
Riccardo Guidotti
FairShades: Fairness Auditing via Explainability in Abusive Language Detection Systems.
CogMI
(2021)
Weijing Shi
,
Ragunathan Raj Rajkumar
Boosting Sparse Point Cloud Object Detection via Image Fusion.
CogMI
(2021)
Joshua Kimball
,
Rodrigo Alves Lima
,
Abhijit Suprem
,
Qingyang Wang
,
Yasuhiko Kanemasa
,
Calton Pu
PerfML: Smart Management of Complex Performance Data and Analytics.
CogMI
(2021)
Anli Ji
,
Akhil Arya
,
Dustin Kempton
,
Rafal A. Angryk
,
Manolis K. Georgoulis
,
Berkay Aydin
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems.
CogMI
(2021)
Susmit Jha
,
Anirban Roy
On Detection of Out of Distribution Inputs in Deep Neural Networks.
CogMI
(2021)
Seshu Kumar Damarla
,
Xiuli Zhu
,
Madhusree Kundu
Classification and Authentication of Mineral Water Samples using Electronic Tongue and Deep Neural Networks.
CogMI
(2021)
Chen Wang
,
Yueqing Liang
,
Zhiwei Liu
,
Tao Zhang
,
Philip S. Yu
Pre-training Graph Neural Network for Cross Domain Recommendation.
CogMI
(2021)
John A. Stankovic
,
Meiyi Ma
,
Sarah Masud Preum
,
Homa Alemzadeh
Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems Perspective.
CogMI
(2021)