Machine learning and data mining in manufacturing

A Dogan, D Birant - Expert Systems with Applications, 2021 - Elsevier
Manufacturing organizations need to use different kinds of techniques and tools in order to
fulfill their foundation goals. In this aspect, using machine learning (ML) and data mining (DM) …

The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries

E Dogan, F Seker - Renewable and Sustainable Energy Reviews, 2016 - Elsevier
Due to tremendous increase in the level of carbon dioxide (CO 2 ) emissions in the last
several decades, a number of studies in the energy-growth-environment literature have …

The role of environmental technology for energy demand and energy efficiency: Evidence from OECD countries

SR Paramati, U Shahzad, B Doğan - Renewable and Sustainable Energy …, 2022 - Elsevier
The present study aims to fill an important research gap by investigating the role of
environmental-related technologies on energy demand and energy efficiency in a sample of 28 …

The carbohydrate-active enzyme database: functions and literature

E Drula, ML Garron, S Dogan, V Lombard… - Nucleic acids …, 2022 - academic.oup.com
Thirty years have elapsed since the emergence of the classification of carbohydrate-active
enzymes in sequence-based families that became the CAZy database over 20 years ago, …

Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients

…, DA Barron, AM Schram, M Hameed, S Dogan… - Nature medicine, 2017 - nature.com
Tumor molecular profiling is a fundamental component of precision oncology, enabling the
identification of genomic alterations in genes and pathways that can be targeted …

The international consensus classification of mature lymphoid neoplasms: a report from the clinical advisory committee

…, L de Leval, S Dirnhofer, A Dogan… - Blood, The Journal …, 2022 - ashpublications.org
Since the publication of the Revised European-American Classification of Lymphoid Neoplasms
in 1994, subsequent updates of the classification of lymphoid neoplasms have been …

Intestinal inflammation targets cancer-inducing activity of the microbiota

…, TJ Fan, BJ Campbell, T Abujamel, B Dogan… - science, 2012 - science.org
Inflammation alters host physiology to promote cancer, as seen in colitis-associated colorectal
cancer (CRC). Here, we identify the intestinal microbiota as a target of inflammation that …

Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing

…, H Beltran, JM Mosquera, MA Rubin, S Dogan… - Nature …, 2013 - nature.com
As more clinically relevant cancer genes are identified, comprehensive diagnostic approaches
are needed to match patients to therapies, raising the challenge of optimization and …

[HTML][HTML] A comparative encyclopedia of DNA elements in the mouse genome

…, CA Keller, CS Morrissey, T Mishra, D Jain, N Dogan… - Nature, 2014 - nature.com
The laboratory mouse shares the majority of its protein-coding genes with humans, making
it the premier model organism in biomedical research, yet the two mammals differ in …

[HTML][HTML] Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT): a hybridization capture-based next-generation …

…, J Yao, W Song, DS Ross, A Oultache, S Dogan… - The Journal of molecular …, 2015 - Elsevier
The identification of specific genetic alterations as key oncogenic drivers and the development
of targeted therapies are together transforming clinical oncology and creating a pressing …