Konstantinos Pelechrinis

Orcid: 0000-0002-6443-3935

According to our database1, Konstantinos Pelechrinis authored at least 94 papers between 2008 and 2024.

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Bibliography

2024
Understanding team collapse via probabilistic graphical models.
CoRR, 2024

2022
Spotting Anomalous Trades in NFT Markets: The Case of NBA Topshot.
CoRR, 2022

2021
A data-driven approach for assessing biking safety in cities.
EPJ Data Sci., 2021

2020
Serendipity-based Points-of-Interest Navigation.
ACM Trans. Internet Techn., 2020

Effectiveness and Compliance to Social Distancing During COVID-19.
CoRR, 2020

2019
Online data to contextualize waterpipe tobacco smoking establishments surrounding large US universities.
Health Informatics J., 2019

hood2vec: Identifying Similar Urban Areas Using Mobility Networks.
CoRR, 2019

Learning embeddings for multiplex networks using triplet loss.
Appl. Netw. Sci., 2019

IEEE Access Special Section Editorial: Social Computing Applications for Smart Cities.
IEEE Access, 2019

A Data-Driven Examination of Hotelling's Linear City Model.
Proceedings of the 11th ACM Conference on Web Science, 2019

FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns.
Proceedings of the 30th IEEE Visualization Conference, 2019

DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
Tensor-Based Analysis for Urban Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Event Analytics via Discriminant Tensor Factorization.
ACM Trans. Knowl. Discov. Data, 2018

Effects of Promotions on Location-Based Social Media: Evidence from Foursquare.
Int. J. Electron. Commer., 2018

Mining actionable information from security forums: the case of malicious IP addresses.
CoRR, 2018

Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier.
Big Data, 2018

Athlytics: Winning in Sports with Data.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

EPUI: Experimental Platform for Urban Informatics.
Proceedings of the 2018 International Conference on Management of Data, 2018

Evaluating NFL Plays: Expected Points Adjusted for Schedule.
Proceedings of the 5th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018), 2018

LinNet: Probabilistic Lineup Evaluation Through Network Embedding.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Data Credence in IoT: Vision and Challenges.
Open J. Internet Things, 2017

tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data Using Tensor Decomposition.
CoRR, 2017

Data-Driven Serendipity Navigation in Urban Places.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

In Search for Relevant, Diverse and Crowd-screen Points of Interests.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

InferIP: Extracting actionable information from security discussion forums.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Forensic Analysis of Packet Losses in Wireless Networks.
IEEE/ACM Trans. Netw., 2016

Urban navigation beyond shortest route: The case of safe paths.
Inf. Syst., 2016

Jammer localization in wireless networks: An experimentation-driven approach.
Comput. Commun., 2016

Socio-spatial affiliation networks.
Comput. Commun., 2016

Reports of the Workshops Held at the 2016 International AAAI Conference on Web and Social Media.
AI Mag., 2016

Do Street Fairs Boost Local Businesses? A Quasi-Experimental Analysis Using Social Network Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Decision Making in American Football: Evidence from 7 Years of NFL Data.
Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2016

MPG: Not So Random Exploration of a City.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

EigenTransitions with Hypothesis Testing: The Anatomy of Urban Mobility.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

PairFac: Event Analytics through Discriminant Tensor Factorization.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Automated IT system failure prediction: A deep learning approach.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Automatic evaluation of information provider reliability and expertise.
World Wide Web, 2015

Adaptive Sub-Carrier Level Power Allocation in OFDMA Networks.
IEEE Trans. Mob. Comput., 2015

Urban Informatics and the Web.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Human Mobility Computing and Privacy: Fad or Reality?
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Analyzing and Modeling Special Offer Campaigns in Location-Based Social Networks.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Location based Social Network analysis using Tensors and Signal Processing tools.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
Trustworthy Operations in Cellular Networks: The Case of PF Scheduler.
IEEE Trans. Parallel Distributed Syst., 2014

Matching patterns in networks with multi-dimensional attributes: a machine learning approach.
Soc. Netw. Anal. Min., 2014

Understanding spatial homophily: the case of peer influence and social selection.
Proceedings of the 23rd International World Wide Web Conference, 2014

Spotting misbehaviors in location-based social networks using tensors.
Proceedings of the 23rd International World Wide Web Conference, 2014

Customized tour recommendations in urban areas.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Country-level spatial dynamics of user activity: a case study in location-based social networks.
Proceedings of the ACM Web Science Conference, 2014

Mining emerging user-centered network structures in location-based social networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Decoupling trust and wireless channel induced effects on collaborative sensing attacks.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014

2013
Topology Control for Effective Interference Cancellation in Multiuser MIMO Networks.
IEEE/ACM Trans. Netw., 2013

ACORN: An Auto-Configuration Framework for 802.11n WLANs.
IEEE/ACM Trans. Netw., 2013

ACM HotMobile 2013 poster: detecting fake check-ins in location-based social networks through honeypot venues.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013

Joint reactive jammer detection and localization in an enterprise WiFi network.
Comput. Networks, 2013

Cognitive radio networks: realistic or not?
Comput. Commun. Rev., 2013

On the importance of temporal dynamics in modeling urban activity.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

On the trade-offs between collecting packet level forensic evidence and data delivery performance in wireless networks.
Proceedings of IEEE International Conference on Communications, 2013

2012
Detection of Selfish Manipulation of Carrier Sensing in 802.11 Networks.
IEEE Trans. Mob. Comput., 2012

Gaming the Game: Honeypot Venues Against Cheaters in Location-based Social Networks
CoRR, 2012

Location Affiliation Networks: Bonding Social and Spatial Information.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

A case for adaptive sub-carrier level power allocation in OFDMA networks.
Proceedings of the Thirteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2012

VICO: A framework for configuring indoor visible light communication networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

Collaborative assessment of functional reliability in wireless networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

Towards reliable spatial information in LBSNs.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Towards a trustworthy PF scheduler for cellular data networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

When is electromagnetic spectrum fungible?
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012

Location-Based Social Network Users Through a Lense: Examining Temporal User Patterns.
Proceedings of the Social Networks and Social Contagion, 2012

2011
A software framework for alleviating the effects of MAC-aware jamming attacks in wireless access networks.
Wirel. Networks, 2011

A measurement-driven anti-jamming system for 802.11 networks.
IEEE/ACM Trans. Netw., 2011

Denial of Service Attacks in Wireless Networks: The Case of Jammers.
IEEE Commun. Surv. Tutorials, 2011

Coping with packet replay attacks in wireless networks.
Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011

Modeling and simulation of wireless link quality (ETT) through principal component analysis of trace data.
Proceedings of the 8th ACM Symposium on Performance evaluation of wireless ad hoc, 2011

Detecting Route Attraction Attacks in Wireless Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

A Cognitive-based scheme for user reliability and expertise assessment in Q&A social networks.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Collaborative assessment of information provider's reliability and expertise using subjective logic.
Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

2010
Security and Performance Considerations in Wireless Networks.
PhD thesis, 2010

On the Efficacy of Frequency Hopping in Coping with Jamming Attacks in 802.11 Networks.
IEEE Trans. Wirel. Commun., 2010

Downlink capacity of hybrid cellular ad hoc networks.
IEEE/ACM Trans. Netw., 2010

Quantifying the Overhead Due to Routing Probes in Multi-Rate WMNs.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Experimental characterization of 802.11n link quality at high rates.
Proceedings of the Fifth ACM International Workshop on Wireless Network Testbeds, 2010

A simple conceptual generator for the Internet graph.
Proceedings of the 17th IEEE Workshop on Local and Metropolitan Area Networks, 2010

Topology Control for Effective Interference Cancellation in Multi-User MIMO Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

On the Impact of MIMO Diversity on Higher Layer Performance.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Auto-configuration of 802.11n WLANs.
Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009
A Simple Conceptual Generator for the Internet Graph
CoRR, 2009

A measurement driven, 802.11 anti-jamming system
CoRR, 2009

Gaming the jammer: Is frequency hopping effective?
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

FIJI: Fighting Implicit Jamming in 802.11 WLANs.
Proceedings of the Security and Privacy in Communication Networks, 2009

Detecting Selfish Exploitation of Carrier Sensing in 802.11 Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Lightweight Jammer Localization in Wireless Networks: System Design and Implementation.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

ARES: an anti-jamming reinforcement system for 802.11 networks.
Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2008
Design and deployment considerations for high performance MIMO testbeds.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008


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