Cuneyt Gurcan Akcora

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 37

Top Topics

Topological Features

Low Dimensionality

Small Businesses

Trend Detection

Top Venues

Publications

Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
EMP: Effective Multidimensional Persistence for Graph Representation Learning. CoRR (2024)
Poupak Azad, Cuneyt Gurcan Akcora, Arijit Khan
Machine Learning for Blockchain Data Analysis: Progress and Opportunities. CoRR (2024)
Jason Zhu, Arijit Khan, Cuneyt Gurcan Akcora
Data depth and core-based trend detection on blockchain transaction networks. Frontiers Blockchain 7 (2024)
Funmilola Mary Taiwo, Umar Islambekov, Cuneyt Gurcan Akcora
Explaining the Power of Topological Data Analysis in Graph Machine Learning. CoRR (2024)
Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Tran Gia Bao Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora
GraphPulse: Topological representations for temporal graph property prediction. ICLR (2024)
Razieh Shirzadkhani, Tran Gia Bao Ngo, Kiarash Shamsi, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora
Towards Neural Scaling Laws for Foundation Models on Temporal Graphs. CoRR (2024)
Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR (2023)
Kiarash Shamsi, Koosha Esmaeilzadeh Khorasani, Sara Rouhani, Cuneyt Gurcan Akcora
CALOSYS - A Robust Blockchain-based Marketing Loan Ecosystem for Small Businesses. ICBC (2023)
Jason Zhu, Arijit Khan, Cuneyt Gurcan Akcora
Core-based Trend Detection in Blockchain Networks. CoRR (2023)
Umar Islambekov, Hasani Pathirana, Omid Khormali, Cuneyt Gurcan Akcora, Ekaterina Smirnova
A fast topological approach for predicting anomalies in time-varying graphs. CoRR (2023)
Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
EMP: Effective Multidimensional Persistence for Graph Representation Learning. LoG (2023)
Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia R. Gel, Cuneyt Gurcan Akcora
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains. NeurIPS (2022)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS (2022)
Murat Ali Bayir, Kiarash Shamsi, Huseyincan Kaynak, Cuneyt Gurcan Akcora
Topological Forest. IEEE Access 10 (2022)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR (2022)
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota. WIREs Data Mining Knowl. Discov. 12 (1) (2022)
Arijit Khan, Cuneyt Gurcan Akcora
Graph-based Management and Mining of Blockchain Data. CIKM (2022)
Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. ECML/PKDD (1) (2021)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Data Science on Blockchains. KDD (2021)
Friedhelm Victor, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu
Alphacore: Data Depth based Core Decomposition. KDD (2021)
Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Yulia R. Gel
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. CoRR (2021)
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Vyacheslav Lyubchich, Bhavani M. Thuraisingham
GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Elisa Bertino, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Sagar Samtani, Sudip Mittal, Maanak Gupta
AI for Security and Security for AI. CODASPY (2021)
Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel
Smart Vectorizations for Single and Multiparameter Persistence. CoRR (2021)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Blockchain Networks: Data Structures of Bitcoin, Monero, Zcash, Ethereum, Ripple and Iota. CoRR (2021)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph? SDM (2020)
Cuneyt Gurcan Akcora, Sudhanva Purusotham, Yulia R. Gel, Mitchell Krawiec-Thayer, Murat Kantarcioglu
How to Not Get Caught When You Launder Money on Blockchain? CoRR (2020)
Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu
BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain. IJCAI (2020)
Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani M. Thuraisingham
ChainNet: Learning on Blockchain Graphs with Topological Features. ICDM (2019)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph. CoRR (2019)
Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Umar D. Islambekov, Murat Kantarcioglu, Yahui Tian, Bhavani M. Thuraisingham
ChainNet: Learning on Blockchain Graphs with Topological Features. CoRR (2019)
Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu
BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain. CoRR (2019)
Cuneyt Gurcan Akcora, Asim Kumer Dey, Yulia R. Gel, Murat Kantarcioglu
Forecasting Bitcoin Price with Graph Chainlets. PAKDD (3) (2018)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Blockchain Data Analytics. ICDM (2018)
Cuneyt Gurcan Akcora, Jonathan Z. Bakdash, Yulia R. Gel, Murat Kantarcioglu, Laura R. Marusich, Bhavani M. Thuraisingham
Attacklets: Modeling High Dimensionality in Real World Cyberattacks. ISI (2018)
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu
Blockchain: A Graph Primer. CoRR (2017)
Ziawasch Abedjan, Cuneyt Gurcan Akcora, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
Temporal Rules Discovery for Web Data Cleaning. Proc. VLDB Endow. 9 (4) (2015)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari, Murat Kantarcioglu
Detecting anomalies in social network data consumption. Soc. Netw. Anal. Min. 4 (1) (2014)
Cuneyt Gurcan Akcora, Elena Ferrari
Discovering trust patterns in ego networks. ASONAM (2014)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari
User similarities on social networks. Soc. Netw. Anal. Min. 3 (3) (2013)
William Lucia, Cuneyt Gurcan Akcora, Elena Ferrari
Multi-dimensional Conversation Analysis across Online Social Networks. CoRR (2013)
Yavuz Selim Yilmaz, Muhammed Fatih Bulut, Cuneyt Gurcan Akcora, Murat Ali Bayir, Murat Demirbas
Trend sensing via Twitter. Int. J. Ad Hoc Ubiquitous Comput. 14 (1) (2013)
William Lucia, Cuneyt Gurcan Akcora, Elena Ferrari
Multi-Dimensional Conversation Analysis Across Online Social Networks. CGC (2013)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari
Risks of Friendships on Social Networks CoRR (2012)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari
Risks of Friendships on Social Networks. ICDM (2012)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari
Privacy in Social Networks: How Risky is Your Social Graph? ICDE (2012)
Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari
Network and profile based measures for user similarities on social networks. IRI (2011)
Cuneyt Gurcan Akcora, Murat Ali Bayir, Murat Demirbas, Hakan Ferhatosmanoglu
Identifying breakpoints in public opinion. SOMA@KDD (2010)
Murat Demirbas, Murat Ali Bayir, Cuneyt Gurcan Akcora, Yavuz Selim Yilmaz, Hakan Ferhatosmanoglu
Crowd-sourced sensing and collaboration using twitter. WOWMOM (2010)