Arş. Gör. Dr. SERKAN ÖZDEMİR
Ana Sayfa
Eğitim Bilgileri
Araştırma Alanları
Akademik İdari Deneyim
Yayınlar & Eserler
Proje & Patent & Tasarım
Bilimsel & Mesleki Faaliyetler
Başarılar & Tanınırlık
Duyurular & Dokümanlar
İletişim
Özgeçmiş Dosyası İndir
Türkçe
English
Orta Doğu Teknik Üniversitesi
Akademik Veri Yönetim Sistemi
English
Akademik Veri Yönetim Sistemi
English
Yayınlar & Eserler
Yayın Ağı
Makaleler
12
Tümü (12)
SCI-E, SSCI, AHCI (12)
SCI-E, SSCI, AHCI, ESCI (12)
Scopus (12)
1.
A comparative analysis of hyperparameter optimization using LSTM-based deep learning models for urban air quality predictions
Eren B.
,
Erden C.
,
Atalı A.
,
Özdemir S.
Ain Shams Engineering Journal
, cilt.16, sa.12, 2025 (SCI-Expanded, Scopus)
2.
Enhancing lake water level forecasting with attention-based LSTM: a data-driven approach to hydrology and tourism dynamics
Chapon M.
,
Özdemir S.
Ain Shams Engineering Journal
, cilt.16, sa.11, 2025 (SCI-Expanded, Scopus)
3.
Seasonal Analysis and Machine Learning-Based Prediction of Air Pollutants in Relation to Meteorological Parameters: A Case Study from Sakarya, Türkiye
Eren B.
,
Serat S.
,
Arifoglu Y. D.
,
Ozdemir S.
APPLIED SCIENCES-BASEL
, cilt.15, sa.8, 2025 (SCI-Expanded, Scopus)
4.
Effectiveness of Generative AI Tool to Determine Fruit Quality: Watermelon Case Study
Ozdemir S.
HORTICULTURAE
, cilt.11, sa.3, 2025 (SCI-Expanded, Scopus)
5.
Sustainable biodiesel production from oil crops: The impact of bio-nutrient recycling on yield and farmer technology acceptance
Özdemir S.
,
Ozer H.
,
Ozdemir S.
,
Dede O. H.
INDUSTRIAL CROPS AND PRODUCTS
, cilt.225, 2025 (SCI-Expanded, Scopus)
6.
Impact of Land Use Change on Lake Pollution Dynamics: A Case Study of Sapanca Lake, Turkey
Özdemir S.
,
Celebi A.
,
Dede G.
,
Maghrebi M.
,
Danandeh Mehr A.
WATER
, cilt.17, sa.2, 2025 (SCI-Expanded, Scopus)
7.
Prediction of Water Level in Lakes by RNN-Based Deep Learning Algorithms to Preserve Sustainability in Changing Climate and Relationship to Microcystin
Özdemir S.
,
Ozkan Yildirim S.
SUSTAINABILITY
, cilt.15, sa.22, 2023 (SCI-Expanded, SSCI, Scopus)
8.
A systematic literature review on lake water level prediction models
ÖZDEMİR S.
,
Yaqub M.
,
ÖZKAN YILDIRIM S.
Environmental Modelling and Software
, cilt.163, 2023 (SCI-Expanded, Scopus)
9.
Cybersecurity and Country of Origin: Towards a New Framework for Assessing Digital Product Domesticity
Ozdemir S.
,
Wynn M.
,
Metin B.
SUSTAINABILITY
, cilt.15, sa.1, 2023 (SCI-Expanded, SSCI, Scopus)
10.
Investigation of poultry slaughterhouse waste stream to produce bio-fuel for internal utilization
Ozdemir S.
,
Şimşek A.
,
ÖZDEMİR S.
,
Dede C.
Renewable Energy
, cilt.190, ss.274-282, 2022 (SCI-Expanded, Scopus)
11.
A techno-sustainable bio-waste management strategy for closing chickpea yield gap
Ozdemir S.
,
ÖZDEMİR S.
,
Ozer H.
,
YETİLMEZSOY K.
Waste Management
, cilt.119, ss.356-364, 2021 (SCI-Expanded, Scopus)
12.
Agro-economic and ecological assessment of poultry abattoir sludge as bio-nutrient source for walnut plantation in low-fertility soil
Ozdemir S.
,
Ozdemir S.
,
YETİLMEZSOY K.
ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY
, cilt.38, sa.6, 2019 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
3
1.
News Classification with State-of-the-Art Deep Learning Methods
Özdemir S.
2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 21 - 22 Eylül 2024, ss.1-5, (Tam Metin Bildiri)
2.
Is Climate Change a Hoax: Fake News Detection for Sustainability News
Ozdemir S.
4th International Artificial Intelligence and Data Science Congress, İzmir, Türkiye, 14 - 15 Mart 2024, ss.164-169, (Tam Metin Bildiri)
3.
Country of Origin Criteria for Digitalization with National IT Products
Özdemir S.
,
Mutlutürk M. E.
,
Kör B.
,
Metin B.
6th International Management Information Systems Conference, İstanbul, Türkiye, 9 - 12 Ekim 2019, (Tam Metin Bildiri)
Kitaplar
1
1.
Cloud Computing Economic Risks and Challenges
ÖZDEMİR S.
Current Applications in Management Information Systems, İNCETAŞ MÜRSEL OZAN, Editör, Özgür Yayınları, ss.1-20, 2024
Metrikler
Daha fazla metrik
Yayın
16
Yayın (WoS)
12
Yayın (Scopus)
12
Atıf (WoS)
89
H-İndeks (WoS)
5
Atıf (Scopus)
97
H-İndeks (Scopus)
5
Atıf (Scholar)
105
H-İndeks (Scholar)
5
Atıf (TrDizin)
1
H-İndeks (TrDizin)
1
Atıf (Sobiad)
175
H-İndeks (Sobiad)
6
Atıf (Diğer Toplam)
1
Proje
1
Açık Erişim
1
BM Sürdürülebilir Kalkınma Amaçları