Charalampos Chelmis

Orcid: 0000-0002-5920-1451

According to our database1, Charalampos Chelmis authored at least 96 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Why Do Some Homeless Succeed While Others Falter? A Network Science Perspective.
IEEE Trans. Comput. Soc. Syst., April, 2024

Noisy Label Detection and Counterfactual Correction.
IEEE Trans. Artif. Intell., February, 2024

2023
Modeling and predicting individual transitions within the homelessness system.
Soc. Netw. Anal. Min., December, 2023

Evaluating algorithmic homeless service allocation.
J. Comput. Soc. Sci., April, 2023

Recipe Networks and the Principles of Healthy Food on the Web.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Bayesian Network Modeling and Prediction of Transitions Within the Homelessness System.
Proceedings of the IEEE International Conference on Acoustics, 2023

Sequential Datum-Wise Joint Feature Selection and Classification in the Presence of External Classifier.
Proceedings of the IEEE International Conference on Acoustics, 2023

Online Hierarchical Multi-label Classification.
Proceedings of the IEEE International Conference on Big Data, 2023

Hybrid Loss for Hierarchical Multi-label Classification Network.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Near Real-Time Freeway Accident Detection.
IEEE Trans. Intell. Transp. Syst., 2022

Label Denoising and Counterfactual Explanation with A Plug and Play Framework.
Proceedings of the IEEE International Conference on Big Data, 2022

Robust Learning with Noisy Label Detection and Counterfactual Correction.
Proceedings of the IEEE International Conference on Big Data, 2022

Learning to Predict Transitions within the Homelessness System from Network Trajectories.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

IEEE/ACM ASONAM 2022: Welcome from the ASONAM 2022 Program Chairs.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Computational Models for Cascades in Massive Graphs.
Proceedings of the Massive Graph Analytics, 2022

2021
Dynamic, Incremental, and Continuous Detection of Cyberbullying in Online Social Media.
ACM Trans. Web, 2021

Dynamic Instance-Wise Classification in Correlated Feature Spaces.
IEEE Trans. Artif. Intell., 2021

Dynamic Instance-wise Joint Feature Selection and Classification.
IEEE Trans. Artif. Intell., 2021

Challenges and Opportunities in Using Data Science for Homelessness Service Provision.
Proceedings of the Companion of The Web Conference 2021, 2021

Improving Algorithmic Decision-Making in the Presence of Untrustworthy Training Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Hierarchical MultiClass AdaBoost.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Peeking through the homelessness system with a network science lens.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020
On-the-Fly Joint Feature Selection and Classification.
CoRR, 2020

Sequential Heterogeneous Feature Selection for Multi-Class Classification: Application in Government 2.0.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

On-The-Fly Feature Selection and Classification with Application to Civic Engagement Platforms.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Knowing When to Stop: Joint Heterogeneous Feature Selection and Classification.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Extracting entity-specific substructures for RDF graph embeddings.
Semantic Web, 2019

Lightning Talk-Towards Robust Detection of Cyberbullying in Social Media.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Cyberbullying Ends Here: Towards Robust Detection of Cyberbullying in Social Media.
Proceedings of the World Wide Web Conference, 2019

Creating Public Value by Democratizing the Ecosystem of Human Service Providers.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Minority Report: Cyberbullying Prediction on Instagram.
Proceedings of the 11th ACM Conference on Web Science, 2019

Automating the Classification of Urban Issue Reports: an Optimal Stopping Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

Robust Freeway Accident Detection: A Two-Stage Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

RecANt: Network-based Recruitment for Active Fake News Correction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Understanding online civic engagement: a multi-neighborhood study of SeeClickFix.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Web and society: a first look into the network of human service providers.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Automated Optimal Online Civil Issue Classification using Multiple Feature Sets.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Not all Embeddings are created Equal: Extracting Entity-specific Substructures for RDF Graph Embedding.
CoRR, 2018

ASQFor: Automatic SPARQL query formulation for the non-expert.
AI Commun., 2018

Optimal Online Cyberbullying Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Quickest Freeway Accident Detection Under Unknown Post-Accident Conditions.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

What Matters the Most? Optimal Quick Classification of Urban Issue Reports by Importance.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

A Hierarchical Framework for Timely Freeway Accident Detection and Localization.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

FActCheck: Keeping Activation of Fake News at Check.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Cyberbullying Detection on Instagram with Optimal Online Feature Selection.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Improving Monitoring of Participatory Civil Issue Requests through Optimal Online Classification.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Optimal Sequential Detection of Freeway Accidents.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Special Issue on Scalable Computing Systems for Big Data Applications.
J. Parallel Distributed Comput., 2017

ASSIST: Automatic Summarization of Significant Structural Changes in Large Temporal Graphs.
Proceedings of the 2017 ACM on Web Science Conference, 2017

PReSS towards a secure smart grid: Protection recommendations against smart spoofing.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Mining Patterns of Cyberbullying on Twitter.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

A distributed algorithm for the efficient computation of the unified model of social influence on massive datasets.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Automatic Integration and Querying of Semantic Rich Heterogeneous Data: Laying the Foundations for Semantic Web of Things.
Proceedings of the Managing the Web of Things: Linking the Real World to the Web, 2017

2016
Towards Dynamic Demand Response On Efficient Consumer Grouping Algorithmics.
IEEE Trans. Sustain. Comput., 2016

MATCH for the Prosumer Smart Grid The Algorithmics of Real-Time Power Balance.
IEEE Trans. Parallel Distributed Syst., 2016

Computing competing cascades on signed networks.
Soc. Netw. Anal. Min., 2016

Mining Large Dense Subgraphs.
Proceedings of the 25th International Conference on World Wide Web, 2016

Software defined connected prosumer communities.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

ParLearning Introduction and Committees.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Thou Shalt ASQFor and Shalt Receive the Semantic Answer.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-Grid.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Optimal Customer Targeting for Sustainable Demand Response in Smart Grids.
Proceedings of the International Conference on Computational Science 2016, 2016

High-Throughput and Energy-Efficient Graph Processing on FPGA.
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

Distributed exact subgraph matching in small diameter dynamic graphs.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Learning to REDUCE: A Reduced Electricity Consumption Prediction Ensemble.
Proceedings of the AI for Smart Grids and Smart Buildings, 2016

2015
The unified model of social influence and its application in influence maximization.
Soc. Netw. Anal. Min., 2015

Prediction models for dynamic demand response: Requirements, challenges, and insights.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Optimizing memory performance for FPGA implementation of pagerank.
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2015

A hybrid design for high performance large-scale sorting on FPGA.
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2015

Accelerating Large-Scale Single-Source Shortest Path on FPGA.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Empowering Fast Incremental Computation over Large Scale Dynamic Graphs.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Challenge: On Online Time Series Clustering for Demand Response: Optic - A Theory to Break the 'Curse of Dimensionality'.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Enabling Automated Dynamic Demand Response: From Theory to Practice.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Curtailment Estimation Methods for Demand Response: Lessons Learned by Comparing Apples to Oranges.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Real-Time Analytics for Fast Evolving Social Graphs.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Big data analytics for demand response: Clustering over space and time.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Social Influence Computation and Maximization in Signed Networks with Competing Cascades.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Estimating Reduced Consumption for Dynamic Demand Response.
Proceedings of the Computational Sustainability, 2015

Influence-Driven Model for Time Series Prediction from Partial Observations.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Computational models of technology adoption at the workplace.
Soc. Netw. Anal. Min., 2014

Semantic Social Network Analysis for the Enterprise.
Comput. Informatics, 2014

Efficient customer selection for sustainable demand response in smart grids.
Proceedings of the International Green Computing Conference, 2014

Accurate and efficient selection of the best consumption prediction method in smart grids.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Addressing data veracity in big data applications.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Influence in social networks: A unified model?
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Social Link Prediction in Online Social Tagging Systems.
ACM Trans. Inf. Syst., 2013

An empirical analysis of microblogging behavior in the enterprise.
Soc. Netw. Anal. Min., 2013

Exploring generative models of tripartite graphs for recommendation in social media.
Proceedings of the 4th International Workshop on Modeling Social Media, 2013

Complex modeling and analysis of workplace collaboration data.
Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

Enriching employee ontology for enterprises with knowledge discovery from social networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

The role of organization hierarchy in technology adoption at the workplace.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Predicting Communication Intention in Social Networks.
Proceedings of the 2012 International Conference on Privacy, 2012

Enterprise Wisdom Captured Socially.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Microblogging in the Enterprise: A Few Comments are in Order.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Social Networking Analysis: A State of the Art and the Effect of Semantics.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

2009
Mutable Peer-to-Peer File Systems: Analysis and Evaluation.
Proceedings of the First International Conference on Advances in P2P Systems, 2009


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