Ayhan Demiriz

According to our database, Ayhan Demiriz authored at least 23 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

DiscoVars: A New Data Analysis Perspective - Application in Variable Selection for Clustering.

Ayhan Demiriz

CoRR, 2023

2020

Hybridization of population-based ant colony optimization via data mining.

Zeynep Adak, Ayhan Demiriz

Intell. Data Anal., 2020

Temperature-Aware Core Mapping for Heterogeneous 3D NoC Design Through Constraint Programming.

Ayhan Demiriz, Hamzeh Ahangari, Ozcan Ozturk

Proceedings of the 28th Euromicro International Conference on Parallel, 2020

2018

Used Car Pricing and Beyond: A Survival Analysis Framework.

Ayhan Demiriz

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017

Analyzing used-car web listings via text mining.

Ayhan Demiriz, Fatma Cantas

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

2016

Fuzzy rule-based analysis of spatio-temporal ATM usage data for fraud detection and prevention.

Ayhan Demiriz, Betul Ekizoglu

J. Intell. Fuzzy Syst., 2016

2015

Using constraint programming for the design of network-on-chip architectures.

Ayhan Demiriz, Nader Bagherzadeh, Abdulaziz Alhussein

Computing, 2015

2014

Voltage island based heterogeneous NoC design through constraint programming.

Ayhan Demiriz, Nader Bagherzadeh, Özcan Özturk

Comput. Electr. Eng., 2014

Demand Forecasting based on Pairwise Item Associations.

Ayhan Demiriz

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

2013

CPNoC: On Using Constraint Programming in Design of Network-on-Chip Architecture.

Ayhan Demiriz, Nader Bagherzadeh, Abdulaziz Alhussien

Proceedings of the 21st Euromicro International Conference on Parallel, 2013

On heterogeneous network-on-chip design based on constraint programming.

Ayhan Demiriz, Nader Bagherzadeh

Proceedings of the Network on Chip Architectures, 2013

2011

Re-mining item associations: Methodology and a case study in apparel retailing.

Ayhan Demiriz, Gürdal Ertek, Tankut Atan, Ufuk Kula

Decis. Support Syst., 2011

2010

Re-mining Positive and Negative Association Mining Results.

Ayhan Demiriz, Gürdal Ertek, Tankut Atan, Ufuk Kula

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

2009

A framework for balanced service and cross-selling by using queuing science.

Ayhan Demiriz, Ufuk Kula, Nevra Akbilek

J. Intell. Manuf., 2009

Analyzing Price Data to Determine Positive and Negative Product Associations.

Ayhan Demiriz, Ahmet Cihan, Ufuk Kula

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2006

A Framework for Visualizing Association Mining Results.

Gürdal Ertek, Ayhan Demiriz

Proceedings of the Computer and Information Sciences, 2006

2004

Enhancing Product Recommender Systems on Sparse Binary Data.

Ayhan Demiriz

Data Min. Knowl. Discov., 2004

2002

Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces.

Gunnar Rätsch, Ayhan Demiriz, Kristin P. Bennett

Mach. Learn., 2002

Linear Programming Boosting via Column Generation.

Ayhan Demiriz, Kristin P. Bennett, John Shawe-Taylor

Mach. Learn., 2002

Exploiting unlabeled data in ensemble methods.

Kristin P. Bennett, Ayhan Demiriz, Richard Maclin

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

webSPADE: A Parallel Sequence Mining Algorithm to Analyze Web Log Data.

Ayhan Demiriz

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2000

A Column Generation Algorithm For Boosting.

Kristin P. Bennett, Ayhan Demiriz, John Shawe-Taylor

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1998

Semi-Supervised Support Vector Machines.

Kristin P. Bennett, Ayhan Demiriz

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998