Semi-Supervised Support Vector Machines. - Kristin P. Bennett; Ayhan Demiriz (NIPS, 1998)

A Column Generation Algorithm For Boosting. - Kristin P. Bennett; Ayhan Demiriz; John Shawe-Taylor (ICML, 2000)

webSPADE: A Parallel Sequence Mining Algorithm to Analyze Web Log Data. - Ayhan Demiriz (ICDM, 2002)

Exploiting unlabeled data in ensemble methods. - Kristin P. Bennett; Ayhan Demiriz; Richard Maclin (KDD, 2002)

Linear Programming Boosting via Column Generation. - Ayhan Demiriz; Kristin P. Bennett; John Shawe-Taylor (Mach. Learn., 2002)

Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces. - Gunnar Rätsch; Ayhan Demiriz; Kristin P. Bennett (Mach. Learn., 2002)

Enhancing Product Recommender Systems on Sparse Binary Data. - Ayhan Demiriz (Data Min. Knowl. Discov., 2004)

A Framework for Visualizing Association Mining Results. - Gürdal Ertek; Ayhan Demiriz (ISCIS, 2006)

Analyzing Price Data to Determine Positive and Negative Product Associations. - Ayhan Demiriz; Ahmet Cihan; Ufuk Kula (ICONIP (1), 2009)

A framework for balanced service and cross-selling by using queuing science. - Ayhan Demiriz; Ufuk Kula; Nevra Akbilek (J. Intell. Manuf., 2009)

Re-mining Positive and Negative Association Mining Results. - Ayhan Demiriz; Gürdal Ertek; Tankut Atan; Ufuk Kula (ICDM, 2010)

Re-mining item associations: Methodology and a case study in apparel retailing. - Ayhan Demiriz; Gürdal Ertek; Tankut Atan; Ufuk Kula (Decis. Support Syst., 2011)

On heterogeneous network-on-chip design based on constraint programming. - Ayhan Demiriz; Nader Bagherzadeh (NoCArc@MICRO, 2013)

CPNoC: On Using Constraint Programming in Design of Network-on-Chip Architecture. - Ayhan Demiriz; Nader Bagherzadeh; Abdulaziz Alhussien (PDP, 2013)

Demand Forecasting based on Pairwise Item Associations. - Ayhan Demiriz (Complex Adaptive Systems, 2014)

Voltage island based heterogeneous NoC design through constraint programming. - Ayhan Demiriz; Nader Bagherzadeh; Özcan Özturk 001 (Comput. Electr. Eng., 2014)

Using constraint programming for the design of network-on-chip architectures. - Ayhan Demiriz; Nader Bagherzadeh; Abdulaziz Alhussein (Computing, 2015)

Fuzzy rule-based analysis of spatio-temporal ATM usage data for fraud detection and prevention. - Ayhan Demiriz; Betul Ekizoglu (J. Intell. Fuzzy Syst., 2016)

Analyzing used-car web listings via text mining. - Ayhan Demiriz; Fatma Cantas (IML, 2017)

Used Car Pricing and Beyond: A Survival Analysis Framework. - Ayhan Demiriz (AI4I, 2018)

Temperature-Aware Core Mapping for Heterogeneous 3D NoC Design Through Constraint Programming. - Ayhan Demiriz; Hamzeh Ahangari; Ozcan Ozturk 001 (PDP, 2020)

Hybridization of population-based ant colony optimization via data mining. - Zeynep Adak; Ayhan Demiriz (Intell. Data Anal., 2020)

DiscoVars: A New Data Analysis Perspective - Application in Variable Selection for Clustering. - Ayhan Demiriz (CoRR, 2023)