Personal information

wavelet, mathematics, time series, machine learning, statistics, chaos theory, dynamical systems, data analysis, applied mathematics
Türkiye, Denmark

Biography

Accustomed to working in a team and on projects with complicated structures, from 13 years in the IT sector and aerospace & defense industry. Gained a deep understanding of mathematics and finance with a Ph.D. and an M.Sc. in Financial Mathematics, and a B.Sc. in Mathematics. Skilled in Data Science, Image Processing, Statistical Modelling, Predictive Analytics, and Project Management using Matlab, C++, R, and Python. My research subjects, for instance, wavelets, chaos theory, machine learning (particularly neural networks, LSTM), deep learning, nonlinear dynamical systems, and time series, are very fresh subjects related to science, engineering, and mathematics. Interested in multidisciplinary fields that require mathematical, statistical, and financial backgrounds.

Published book named "Ruh & Zaman - Şizofren Hikayeler", consists of short stories. Published novel named “Anlamsızlığa Tutunmak”. Published electronic music singles named “Soul and Time” and "Reflex". Currently dealing with novel writing and classical/electronic music production.

Language skills: fluent in English, Turkish + German at an intermediate level

GitHub: https://github.com/denizkenankilic

Hobbies: Classical guitar, tennis, painting, photography, traveling, cycling, writing story and poem

Activities

Employment (7)

Aalborg University: Aalborg, DK

Employment
Source: check_circle
Aalborg University

VLMedia: Ankara, TR

2024-11-18 to present | R&D Software Engineer
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

Aalborg Universitet: Aalborg, DK

2021-11-15 to 2024-11-15 | Postdoc Researcher (Department of Materials and Production)
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

VLMedia Co: Ankara, Ankara, TR

2021-04-01 to 2021-11-09 | R&D Engineer (Research and Development)
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

ESEN System Integration: Ankara, Ankara, TR

2016-06-20 to 2021-03-22 | R&D Engineer (Space and Sensing)
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

Key Yazılım: Ankara, Ankara, TR

2015-03-01 to 2016-06-15 | Business Development Specialist (R&D)
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

GATE Electronics: Ankara, TR

2013-02-01 to 2015-02-20 | R&D Engineer (R&D)
Employment
Source: Self-asserted source
Deniz Kenan Kılıç

Education and qualifications (3)

Middle East Technical University: Ankara, Ankara, TR

2015-09-15 to 2021-03-11 | Ph.D. (Financial Mathematics)
Education
Source: Self-asserted source
Deniz Kenan Kılıç

Middle East Technical University: Ankara, Ankara, TR

2012-09-15 to 2015-06-15 | M.Sc. (Financial Mathematics)
Education
Source: Self-asserted source
Deniz Kenan Kılıç

Middle East Technical University: Ankara, Ankara, TR

2007-09-15 to 2012-08-15 | B.Sc. (Mathematics)
Education
Source: Self-asserted source
Deniz Kenan Kılıç

Professional activities (1)

ICIAM 2019 : Valencia, ES

2019-07-15 | Financial Support/Scholarship: Fees, travel, accommodation (Participant as Speaker and Chair Person)
Distinction
Source: Self-asserted source
Deniz Kenan Kılıç

Works (17)

Classification of α-thalassemia data using machine learning models

Computer Methods and Programs in Biomedicine
2025-03 | Journal article
Contributors: Frederik Christensen; Deniz Kenan Kılıç; Izabela Ewa Nielsen; Tarec Christoffer El-Galaly; Andreas Glenthøj; Jens Helby; Henrik Frederiksen; Sören Möller; Alexander Djupnes Fuglkjær
Source: check_circle
Crossref
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Preferred source (of 2)‎

Trustworthiness analysis of heuristic routing algorithm with special constraints for autonomous vehicles in surveillance and coverage operations

International Journal of Systems Science
2025-01-26 | Journal article
Part of ISSN: 0020-7721
Part of ISSN: 1464-5319
Contributors: Deniz Kenan Kılıç; Peter Nielsen; Fabian Miehe; Mohamed El Yafrani
Source: Self-asserted source
Deniz Kenan Kılıç

Machine Learning for Prediction of Serious Infections in Patients with Treatment-Naïve Lymphoma; A Population-Based Study of 701 Patients from the North Denmark Region

Blood
2024-11-05 | Journal article
Part of ISSN: 0006-4971
Part of ISSN: 1528-0020
Contributors: Alexander Fuglkjær; Deniz Kenan Kilic; Mathias Holmsgaard Eskesen; Laurids Østergaard Poulsen; Carsten Utoft Niemann; Paw Jensen; Kirstine Kobberøe Søgaard; Mikkel Werling; Frederik Christensen; Mikkel Runason Simonsen et al.
Source: Self-asserted source
Deniz Kenan Kılıç

EXAMINATION OF SUMMARIZED MEDICAL RECORDS FOR ICD CODE CLASSIFICATION VIA BERT

Applied Computer Science
2024-06-30 | Journal article
Contributors: Dilek AYDOGAN-KILIC; Deniz Kenan KILIC; Izabela Ewa NIELSEN
Source: check_circle
Crossref
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A systematic review of vehicle routing problems and models in multi-echelon distribution networks

Supply Chain Analytics
2024-06-24 | Journal article
Part of ISSN: 2949-8635
Contributors: Peter Nielsen; Mahekha Dahanayaka; H.Niles Perera; Amila Thibbotuwawa; Deniz Kenan Kılıç
Source: Self-asserted source
Deniz Kenan Kılıç

Intraday Electricity Price Forecasting via LSTM and Trading Strategy for the Power Market: A Case Study of the West Denmark DK1 Grid Region

Energies
2024-06-13 | Journal article | Author
Part of ISSN: 1996-1073
Contributors: Deniz Kenan Kılıç; Peter Nielsen; Amila Thibbotuwawa
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 3)‎

A Semi-Automated Solution Approach Recommender for a Given Use Case: a Case Study for AI/ML in Oncology via Scopus and OpenAI

Human-Centric Intelligent Systems
2024-05-15 | Journal article | Author
Part of ISSN: 2667-1336
Contributors: Deniz Kenan Kılıç; Alex Vasegaard; Aurélien Desoeuvres; Peter Nielsen
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 2)‎

An integrated vehicle routing model to optimize agricultural products distribution in retail chains

Cleaner Logistics and Supply Chain
2024-01-04 | Journal article
Part of ISSN: 2772-3909
Contributors: W. Madushan Fernando; Amila Thibbotuwawa; H. Niles Perera; Peter Nielsen; Deniz Kenan Kilic
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 2)‎

Geometric zoning and selective routing for surveillance and coverage operations

Engineering Optimization
2023-12-19 | Journal article | Author
Part of ISSN: 0305-215X
Part of ISSN: 1029-0273
Contributors: Mohamed EL YAFRANI; Deniz Kenan Kılıç; Fabian Miehe; Peter Nielsen
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 2)‎

A Semi-Automated Solution Approach Selection Tool for Any Use Case via Scopus and OpenAI

2023-07-10 | Working paper | Author
SOURCE-WORK-ID:

f997799d-a060-4413-851f-e20e0f21f7ca

Contributors: Deniz Kenan Kılıç; Alex Vasegaard; Aurélien Desoeuvres; Peter Nielsen
Source: check_circle
Aalborg University

Hybrid wavelet-neural network models for time series

Applied Soft Computing
2023-06-07 | Journal article | Author
Part of ISSN: 1568-4946
Contributors: Deniz Kenan Kılıç; Ömür Uğur
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 2)‎

A Scheduling Solution for Robotic Arm-Based Batching Systems with Multiple Conveyor Belts

Algorithms
2023-03-21 | Journal article
Contributors: Kasper Gaj Nielsen; Inkyung Sung; Mohamed El Yafrani; Deniz Kenan Kılıç; Peter Nielsen
Source: check_circle
Crossref
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Comparative Analyses of Unsupervised PCA K-Means Change Detection Algorithm from the Viewpoint of Follow-Up Plan

Sensors
2022-11-25 | Journal article
Contributors: Deniz Kenan Kılıç; Peter Nielsen
Source: check_circle
Crossref
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Hybrid Wavelet-Neural Network Models for Multivariate Time Series Data

BEYOND 2019: Computational Science and Engineering Conference
2019-09-11 | Conference abstract
Source: Self-asserted source
Deniz Kenan Kılıç

Multiresolution Analysis of S&P500 Time Series

ICIAM 2019
2019-07-17 | Conference abstract
Source: Self-asserted source
Deniz Kenan Kılıç

Multiresolution analysis of S&P500 time series

Annals of Operations Research
2018-01 | Journal article
Part of ISSN: 0254-5330
Part of ISSN: 1572-9338
Source: Self-asserted source
Deniz Kenan Kılıç
grade
Preferred source (of 3)‎

Wavelet Analysis of Financial Time Series: a Case Study on S&P500

BOOK OF ABSTRACTS
2015 | Conference paper
Source: Self-asserted source
Deniz Kenan Kılıç

Peer review (17 reviews for 3 publications/grants)

Review activity for Applied soft computing. (15)
Review activity for Environmental science. (1)
Review activity for IET renewable power generation. (1)