Prof. Dr. DERYA BİRANT

Yayın Ağı

Makaleler 83

1. Balanced Hoeffding Tree Forest (BHTF): A Novel Multi-Label Classification with Oversampling and Undersampling Techniques for Failure Mode Diagnosis in Predictive Maintenance

Ghasemkhani B., KUT R. A., BİRANT D., YILMAZ R.

MATHEMATICS , cilt.13, sa.18, 2025 (SCI-Expanded) Sürdürülebilir Kalkınma

2. A new machine learning method for rainfall classification: temporal random tree

BİRANT K. U., Ghasemkhani B., VARLIKLAR Ö., BİRANT D.

PEERJ COMPUTER SCIENCE , cilt.11, 2025 (SCI-Expanded)

3. Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident Severity

Ghasemkhani B., BALBAL K. F., BİRANT K. U., BİRANT D.

Mathematics , cilt.13, sa.2, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

4. Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance

TÜYSÜZOĞLU G., DOĞAN Y., Kiyak E. O., Ersahin M., Ghasemkhani B., BİRANT K. U., et al.

IEEE ACCESS , cilt.13, ss.123059-123082, 2025 (SCI-Expanded)

5. A Novel Reduced Error Pruning Tree Forest with Time-Based Missing Data Imputation (REPTF-TMDI) for Traffic Flow Prediction

DOĞAN Y., TÜYSÜZOĞLU G., Kiyak E. O., Ghasemkhani B., BİRANT K. U., UTKU S., et al.

CMES - Computer Modeling in Engineering and Sciences , cilt.144, sa.2, ss.1677-1715, 2025 (SCI-Expanded) Sürdürülebilir Kalkınma

6. An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF)

TÜYSÜZOĞLU G., DOĞAN Y., DALKILIÇ F., Kiyak E. O., Ghasemkhani B., BİRANT K. U., et al.

IEEE ACCESS , cilt.13, ss.167798-167822, 2025 (SCI-Expanded)

7. Potato Plant Leaf Disease Detection Using Deep Learning Method

Sofuoglu C. I., BİRANT D.

Tarim Bilimleri Dergisi , cilt.30, sa.1, ss.153-165, 2024 (SCI-Expanded, Scopus, TRDizin) Sürdürülebilir Kalkınma

8. A Novel Hybrid Model (EMD-TI-LSTM) for Enhanced Financial Forecasting with Machine Learning

Ozupek O., YILMAZ R., Ghasemkhani B., BİRANT D., KUT R. A.

Mathematics , cilt.12, sa.17, 2024 (SCI-Expanded, Scopus)

9. A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT)

Ghasemkhani B., Balbal K. F., Birant D.

Mathematics , cilt.12, sa.18, 2024 (SCI-Expanded, Scopus)

10. Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities

Ghasemkhani B., Kut R. A., Yilmaz R., Birant D., Arıkök Y. A., Güzelyol T. E., et al.

SENSORS , cilt.24, sa.13, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

11. Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal Science

Ghasemkhani B., Varliklar Ö., Dogan Y., Utku S., Birant K. U., Birant D.

Animals , cilt.14, sa.14, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

12. ERIM: An ensemble of rare itemset mining and its application in the automotive industry

Akdas D. N., BİRANT D., Taser P. Y.

EXPERT SYSTEMS , cilt.41, sa.6, 2024 (SCI-Expanded, Scopus)

13. ERIM: An ensemble of rare itemset mining and its application in the automotive industry

Akdas D. N., Birant D., Yıldırım Taşer P.

EXPERT SYSTEMS , cilt.41, sa.6, ss.1-14, 2024 (SCI-Expanded)

14. A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

Ghasemkhani B., Balbal K. F., Birant K. U., Birant D.

ENTROPY , cilt.26, sa.5, ss.1-21, 2024 (SCI-Expanded, Scopus)

15. A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB)

Yürek Ö. E., BİRANT D.

Turkish Journal of Electrical Engineering and Computer Sciences , cilt.32, sa.4, ss.534-554, 2024 (SCI-Expanded)

16. Using Convolutional Neural Network for Grape Plant Disease Classification

Sofuoğlu C. İ., Birant D.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , cilt.28, sa.3, ss.809-820, 2023 (Hakemli Dergi) Sürdürülebilir Kalkınma

17. Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification

Karabaş D., BİRANT D., Yildirim Taşer P.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.31, sa.5, ss.751-770, 2023 (SCI-Expanded, Scopus, TRDizin)

18. High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis

Ozturk Kiyak E., Ghasemkhani B., BİRANT D.

ELECTRONICS , cilt.12, sa.18, 2023 (SCI-Expanded, Scopus)

19. Human activity recognition based on multi-instance learning

Bagci Das D., BİRANT D.

EXPERT SYSTEMS , cilt.40, sa.7, 2023 (SCI-Expanded, Scopus)

20. Estimating Personal Water Consumption Using Artificial Intelligence Methods

Birant D., Çalmaz İ., Okur İ.

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , cilt.6, sa.2, ss.1434-1451, 2023 (Hakemli Dergi)

21. Logistic Model Tree Forest for Steel Plates Faults Prediction

Ghasemkhani B., YILMAZ R., BİRANT D., KUT R. A.

MACHINES , cilt.11, sa.7, 2023 (SCI-Expanded) Sürdürülebilir Kalkınma

22. Machine learning for fault analysis in rotating machinery: A comprehensive review

Das O., Bagci Das D., BİRANT D.

HELIYON , cilt.9, sa.6, 2023 (SCI-Expanded, Scopus)

23. Support Vector Machine Chains with a Novel Tournament Voting

Atik C., KUT R. A., YILMAZ R., BİRANT D.

ELECTRONICS , cilt.12, sa.11, 2023 (SCI-Expanded, Scopus)

24. Partial Decision Tree Forest: A Machine Learning Model for the Geosciences

Kiyak E. O., TÜYSÜZOĞLU G., BİRANT D.

MINERALS , cilt.13, sa.6, 2023 (SCI-Expanded, Scopus)

25. Estimating Types of Faults on Plastic Injection Molding Machines from Sensor Data for Predictive Maintenance

Aslantaş G., Alaygut T., Rumelli M., Özsaraç M., Bakırlı ., Birant D.

Artificial Intelligence Theory and Applications , cilt.3, sa.1, ss.1-11, 2023 (Hakemli Dergi)

26. Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars

TÜYSÜZOĞLU G., BİRANT K. U., BİRANT D.

SUSTAINABILITY , cilt.15, sa.7, 2023 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

27. GASEL: Genetic algorithm-supported ensemble learning for fault detection in autonomous underwater vehicles

Bagci Das D., Birant D.

OCEAN ENGINEERING , cilt.272, 2023 (SCI-Expanded, Scopus)

28. Balanced K-Star: An Explainable Machine Learning Method for Internet-of-Things-Enabled Predictive Maintenance in Manufacturing

Ghasemkhani B., AKTAŞ Ö., BİRANT D.

MACHINES , cilt.11, sa.3, 2023 (SCI-Expanded, Scopus)

29. Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports

Birant K. U., Birant D.

ENTROPY , cilt.25, sa.1, 2023 (SCI-Expanded, Scopus)

30. A K-Shot Learning Algorithm for Transportation Mode Identification

Şahin N., Tepe E., Birant D.

Journal of Artificial Intelligence and Data Science , cilt.2, sa.2, ss.53-62, 2022 (Hakemli Dergi)

31. A Novel Machine Learning Approach: Soil Temperature Ordinal Classification (STOC)

KÜÇÜK C., BİRANT D., TAŞER P. Y.

JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI , cilt.28, sa.4, ss.635-649, 2022 (SCI-Expanded, Scopus, TRDizin) Sürdürülebilir Kalkınma

32. Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment

Cengiz A. B., Birant K. U., Cengiz M., Birant D., Baysari K.

SYMMETRY-BASEL , cilt.14, sa.10, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

33. Anomaly Detection for Gear Manufacturing Downtime in The Automotive Sector Using Rare Itemset Mining

Akdaş D. N., Bırant D., Yıldırım Taşer P.

International Journal of Innovative Engineering Applications , cilt.6, sa.2, ss.199-204, 2022 (Hakemli Dergi)

34. Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings

Ghasemkhani B., Yılmaz R., Birant D., Kut R. A.

SYMMETRY-BASEL , cilt.14, sa.8, 2022 (SCI-Expanded, Scopus)

35. Prediction of Remaining Useful Life for Plastic Injection Molding Machines Using Artificial Intelligence Methods

Aslantas G., Ozsarac M., Rumellı M., Alaygut T., Bakırlı G., Birant D.

Journal of Artificial Intelligence and Data Science , cilt.2, sa.1, ss.8-15, 2022 (Hakemli Dergi)

36. Classifying Horse Activities with Big Data Using Machine Learning

Birant D., , Tepe E.,

KUWAIT JOURNAL OF SCIENCE , cilt.2022, ss.1-14, 2022 (SCI-Expanded)

37. Classification of Scatter Plot Images Using Deep Learning

Birant D., Akca A., Bozkurt B., Baglan M.

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.24, sa.71, ss.631-642, 2022 (Hakemli Dergi)

38. Soil Temperature Prediction via Self-Training: Izmir Case

TÜYSÜZOĞLU G., BİRANT D., Kiranoglu V.

JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI , cilt.28, sa.1, ss.47-62, 2022 (SCI-Expanded, Scopus, TRDizin)

39. K-centroid link: a novel hierarchical clustering linkage method

DOĞAN A., BİRANT D.

APPLIED INTELLIGENCE , cilt.52, sa.5, ss.5537-5560, 2022 (SCI-Expanded, Scopus)

40. T-PdM: a tripartite predictive maintenance framework using machine learning algorithms

YÜREK Ö. E., BİRANT D., KUT R. A.

International Journal of Computational Science and Engineering , cilt.25, sa.3, ss.325-338, 2022 (ESCI)

41. Temporal bagging: a new method for time-based ensemble learning

Tüysüzoğlu G., Birant D., Kiranoglu V.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.30, sa.1, ss.279-294, 2022 (SCI-Expanded, Scopus, TRDizin)

42. Multi-view multi-depth soil temperature prediction (MV-MD-STP): a new approach using machine learning and time series methods

TÜYSÜZOĞLU G., BİRANT D., Kiranoglu V.

INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS , cilt.10, sa.1, ss.74-104, 2022 (ESCI, Scopus)

43. T-PdM: a tripartite predictive maintenance framework using machine learning algorithms

Yurek O. E., BİRANT D., KUT R. A.

INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING , cilt.25, sa.3, ss.325-338, 2022 (ESCI)

44. Comparison of Multi-Label Learning Approaches for Pie Chart Image Classification Using Deep Learning

Birant D., Kösemen C.

Journal of Artificial Intelligence and Data Science , cilt.1, sa.2, ss.116-124, 2021 (Hakemli Dergi)

45. Machine learning and data mining in manufacturing

Doğan A., Birant D.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.166, 2021 (SCI-Expanded, Scopus)

46. Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores

Yilmazer R., Birant D.

SENSORS , cilt.21, sa.2, 2021 (SCI-Expanded, Scopus)

47. Deep learning for Turkish makam music composition

Parlak İ. H., Çebi Y., Işıkhan C., Birant D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.7, ss.3107-3118, 2021 (SCI-Expanded, Scopus, TRDizin)

48. Time-oriented interactive process miner: a new approach for time prediction

Yurek I., BİRANT D., Yurek O. E., BİRANT K. U.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.1, ss.122-137, 2021 (SCI-Expanded, Scopus, TRDizin)

49. A new approach: semisupervised ordinal classification

Unal F., BİRANT D., Seker Ö.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.3, ss.1797-1820, 2021 (SCI-Expanded, Scopus, TRDizin)

50. Ordered physical human activity recognition based on ordinal classification

Das D., BİRANT D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.5, ss.2416-2436, 2021 (SCI-Expanded, Scopus, TRDizin)

51. Wind Power Generation Prediction Using Machine Learning Algorithms

Yürek Ö. E., Birant D., Yürek I.

Dokuz Eylul University Faculty of Engineering Journal of Science and Engineering , cilt.23, sa.67, ss.107-119, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

52. Multi-view learning for software defect prediction

ÖZTÜRK KIYAK E., BİRANT D., BİRANT K. U.

E-INFORMATICA SOFTWARE ENGINEERING JOURNAL , cilt.15, sa.1, ss.163-184, 2021 (ESCI, Scopus)

53. An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning

Öztürk Kıyak E., Birant D., Birant K. U.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.3, ss.1401-1428, 2021 (SCI-Expanded, Scopus, TRDizin)

54. Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning

Öztürk Kıyak E., Cengiz A. B., Birant K. U., Birant D.

SN Computer Science , cilt.1, sa.5, 2020 (Hakemli Dergi)

55. Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning

Tüysüzoğlu G., Birant D.

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , cilt.17, sa.4, ss.515-528, 2020 (SCI-Expanded, Scopus)

56. Multi-label classification of line chart images using convolutional neural networks

Kosemen C., Birant D.

SN APPLIED SCIENCES , cilt.2, sa.7, 2020 (ESCI, Scopus)

57. A Two-Level Approach based on Integration of Bagging and Voting for Outlier Detection

Doğan A., Birant D.

JOURNAL OF DATA AND INFORMATION SCIENCE , cilt.5, sa.2, ss.111-135, 2020 (ESCI, Scopus)

58. Comparison of Data Mining Techniques in the Cloud for Software Engineering

BİRANT K. U., BİRANT D.

SOFTWARE ENGINEERING IN THE ERA OF CLOUD COMPUTING , ss.327-350, 2020 (SCI-Expanded)

59. Multitask-based association rule mining

Taser P. Y., Birant K. U., Birant D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.28, sa.2, ss.933-955, 2020 (SCI-Expanded, Scopus, TRDizin)

60. Passenger scoring for free-pass promotion in public transportation

Alan U. D., BİRANT D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.28, sa.4, ss.2110-2127, 2020 (SCI-Expanded, Scopus, TRDizin)

61. An Ordinal Classification Approach for Software Bug Prediction

ÖZTÜRK KIYAK E., BİRANT K. U., BİRANT D.

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.21, sa.62, ss.533-544, 2019 (Hakemli Dergi)

62. Majority Voting Based Multi-Task Clustering of Air Quality Monitoring Network in Turkey

Tüysüzoğlu G., Birant D., Pala A.

APPLIED SCIENCES-BASEL , cilt.9, sa.8, 2019 (SCI-Expanded, Scopus)

63. Farklı Bağlantı Yöntemleri ile Hiyerarşik Kümeleme Topluluğu

Birant D.

Selçuk Üniversitesi Mühendislik, Bilim ve Teknoloji Dergisi , cilt.7, sa.1, ss.154-164, 2019 (Hakemli Dergi)

64. EBOC: Ensemble-Based Ordinal Classification in Transportation

Yıldırım P., Birant U. K., Birant D.

JOURNAL OF ADVANCED TRANSPORTATION , 2019 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

65. Server-Based Intelligent Public Transportation System with NFC

Alan U. D., Birant D.

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE , cilt.10, sa.1, ss.30-46, 2018 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

66. Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms

Doğan Y., Dalkılıç F., Birant D., Kut R. A., Yılmaz R.

SCIENTIFIC PROGRAMMING , cilt.2018, 2018 (SCI-Expanded)

67. Interactive process miner: a new approach for process mining

Yurek I., Birant D., Birant K. U.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.26, sa.3, ss.1314-1328, 2018 (SCI-Expanded, Scopus, TRDizin)

68. Application of data mining techniques in cloud computing: A literature review

Yildirim P., Birant D.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.2, ss.336-343, 2018 (ESCI, TRDizin)

69. Data mining and machine learning in textile industry

Yildirim P., Birant D., Alpyıldız T.

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY , cilt.8, sa.1, 2018 (SCI-Expanded, Scopus)

70. K-Linkage: A New Agglomerative Approach for Hierarchical Clustering

Yildirim P., Birant D.

ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING , cilt.17, sa.4, ss.77-88, 2017 (SCI-Expanded, Scopus)

71. Discovering the relationships between yarn and fabric properties using association rule mining

Yildirim P., Birant D., Alpyıldız T.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.25, sa.6, ss.4788-4804, 2017 (SCI-Expanded, Scopus, TRDizin)

72. Development of an Interactive Game-Based Learning Environment to Teach Data Mining

Cengiz M., Birant K. U., Yıldırım P., Birant D.

INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION , cilt.33, sa.5, ss.1598-1617, 2017 (SCI-Expanded, Scopus)

73. A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey

Dalkılıç F., Doğan Y., Birant D., Kut R. A., Yılmaz R.

JOURNAL OF ADVANCED TRANSPORTATION , 2017 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

74. DTreeSim: A new approach to compute decision tree similarity using re-mining

Bakirli G., Birant D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.25, sa.1, ss.108-125, 2017 (SCI-Expanded, Scopus, TRDizin)

75. An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns

Kalayci E. G., Kalayci T. E., Birant D.

Information Systems , cilt.50, ss.51-68, 2015 (SCI-Expanded, Scopus)

76. Mobile supported and process enabled electronic document management system for local municipalities

Bakirli G., BİRANT D., Mutlu E., Denktas L., Çetin D., KUT R. A.

Proceedings of the European Conference on e-Government, ECEG , cilt.2014-January, ss.42-50, 2014 (Scopus)

77. Data Mining Solutions for Local Municipalities

BAKIRLI G., BİRANT D., MUTLU E., KUT R. A., DENKTAŞ L., ÇETİN D.

The Electronic Journal of e-Government, (ECEG 2012) , cilt.10, sa.2, ss.97-106, 2012 (Hakemli Dergi)

78. An incremental genetic algorithm for classification and sensitivity analysis of its parameters

Bakirli G., Birant D., Kut R. A.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.38, sa.3, ss.2609-2620, 2011 (SCI-Expanded, Scopus)

79. Comparison of Decision Tree Algorithms for Predicting Potential Air Pollutant Emissions with Data Mining Models

Birant D.

JOURNAL OF ENVIRONMENTAL INFORMATICS , cilt.17, sa.1, ss.46-53, 2011 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

80. ST-DBSCAN: An algorithm for clustering spatial-temp oral data

Birant D., Kut R. A.

DATA & KNOWLEDGE ENGINEERING , cilt.60, sa.1, ss.208-221, 2007 (SCI-Expanded)

81. Cluster analysis for physical oceanographic data and oceanographic surveys in Turkish seas

BİRANT D., KUT R. A.

JOURNAL OF MARINE RESEARCH , cilt.64, sa.5, ss.651-668, 2006 (SCI-Expanded)

82. Spatio-temporal outlier detection in large databases

Birant D., Kut R. A.

Journal of Computing and Information Technology , cilt.14, sa.4, ss.291-297, 2006 (Scopus)

83. An algorithm to discover spatial-temporal distributions of physical seawater characteristics and a case study in Turkish seas

Birant D., KUT R. A.

JOURNAL OF MARINE SCIENCE AND TECHNOLOGY , cilt.11, sa.3, ss.183-192, 2006 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 61

1. Predictive Maintenance Using Hoeffding Tree for TinyML Deployment in Industrial Internet of Things Environments

GHASEMKHANI B., KUT R. A., BİRANT D., YILMAZ R.

4. International Gaziantep Scientific Research Congress, Gaziantep, Türkiye, 30 - 31 Ağustos 2025, ss.184-201, (Tam Metin Bildiri)

2. Energy Consumption Level Classification using Stepwise Dynamic Nearest Neighbor Algorithm

Karabas D., BİRANT D., Taser P. Y.

7th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2023, İstanbul, Türkiye, 23 - 25 Kasım 2023, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

3. Human Activity Recognition Using Machine Learning Methods

BAYSARI K., BİRANT D., CENGİZ A. B.

VII. International Battalgazi Scientific Studies Congress, Malatya, Türkiye, 28 Ocak 2022, ss.643-653, (Tam Metin Bildiri)

4. Prediction of Cloth Waste Using Machine Learning Methods in the Textile Industry

Atik C., Kut A., Birant D., Birol S.

9th International Conference on Electrical and Electronics Engineering (ICEEE), Alanya, Türkiye, 29 - 31 Mart 2022, ss.165-169, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. An Intelligent Multi-output Regression Model for Soil Moisture Prediction

KÜÇÜK C., BİRANT D., YILDIRIM TAŞER P.

International Conference on Intelligent and Fuzzy Systems, Türkiye, 24 - 26 Ağustos 2021, cilt.308, ss.474-481, (Tam Metin Bildiri)

6. Educational Data Mining Using Semi-Supervised Ordinal Classification

ÜNAL F., BİRANT D.

3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2021), Türkiye, 11 - 13 Haziran 2021, (Tam Metin Bildiri)

7. Monitoring Shelf Availability Using Mobile Augmented Reality

YILMAZER R., BİRANT D.

International Symposium of Scientific Research and Innovative Studies, Türkiye, 22 - 25 Şubat 2021, (Tam Metin Bildiri)

8. Classification of Hand-Based and Non-Hand-Based Physical Activities Using Wearable Sensors

Das D., Birant D.

4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020, İstanbul, Türkiye, 22 - 24 Ekim 2020, (Tam Metin Bildiri)

9. Classification of Air Quality Network based on Meteorological and Pollutant Factors

Tüysüzoğlu G., Birant D., Kut A., Pala A.

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Türkiye, 26 - 27 Haziran 2020, ss.128-133, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

10. Comparison of Multi-Label Classification Algorithms for Code Smell Detection

Kiyak E. O., Birant D., Birant K. U.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

11. Comparison of Ensemble-Based Multiple Instance Learning Approaches

Taser P. Y., Birant K. U., Birant D.

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaristan, 3 - 05 Temmuz 2019, (Tam Metin Bildiri)

12. EMIC: An Ensemble Approach for Improving Multi-Instance Classification

BİRANT K. U., YILDIRIM P., BİRANT D.

3rd International Conference on Engineering Technology and Innovation, Belgrade, Sırbistan, 17 - 21 Nisan 2019, ss.15, (Tam Metin Bildiri)

13. Multi-Target Regression for Quality Prediction in a Mining Process

Doğan A., Birant D., Kut A.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.639-644, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

14. Stock Market Forecasting Using Machine Learning Models

Site A., BİRANT D., IŞIK Z.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.318-323, (Tam Metin Bildiri)

15. A Weighted Majority Voting Ensemble Approach for Classification

Doğan A., Birant D.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.366-371, (Tam Metin Bildiri)

16. Recommendation System with Association Rule Mining and Mobile Augmented Reality

BİRANT K. U., Taser P. Y., Dindar B. O., BİRANT D.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.490-495, (Tam Metin Bildiri)

17. Analysis of Pre-Weighted and Post-Weighted Association Rule Mining

Cengiz A. B., Birant K. U., Birant D.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.485-489, (Tam Metin Bildiri)

18. Remaining Useful Life Estimation for Predictive Maintenance Using Feature Engineering

Yurek O. E., Birant D.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.214-218, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

19. ProLab: A new process mining tool

YÜREK İ., BİRANT D.

2nd International Conference on Theoretical and Applied Computer Science and Engineering, İstanbul, Türkiye, 29 - 30 Haziran 2018, ss.35-49, (Tam Metin Bildiri)

20. Comparison of Classification Algorithms on NFC-Based Public Transport Data

DEMİR ALAN U., BİRANT D.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18), Karabük, Türkiye, 11 - 13 Mayıs 2018, ss.487-491, (Tam Metin Bildiri)

21. Improving Cluster Analysis Using K-means Based and Weighted Clustering Ensembles

YILDIRIM P., BİRANT D.

2nd International Conference on Engineering Technology and Innovation (ICETI), Budapest, Macaristan, 7 - 11 Mart 2018, ss.117-125, (Tam Metin Bildiri)

22. Comparative Analysis of Ensemble Learning Methods for Signal Classification

Yıldırım P., Birant K. U., Radevski V., Kut R. A., Birant D.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

23. Comparison of Different Clustering Fnsembles by Solution Selection Strategy

Tuysuzglu G., Birant D.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.67-72, (Tam Metin Bildiri)

24. The Relative Performance of Deep Learning and Ensemble Learning for Textile Object Classification

Yildirim P., Birant D.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.22-26, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

25. Comparison of Different Clustering Fnsembles by Solution Selection Strategy

TÜYSÜZOĞLU G., BİRANT D.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.67-72, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

26. Improving Prediction Performance Using Ensemble Neural Networks in Textile Sector

Yildirim P., Birant D., Alpyıldız T.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.639-644, (Tam Metin Bildiri)

27. Sayaç Okumalarında Mobil Uygulama Kullanımı ve E Abone Uygulamaları

Birant D., Bakırlı G., Çetin D., Mutlu E., Denktaş L., Kut R. A.

19. Türkiye'de İnternet Konferansı (Inet-tr'14), İzmir, Türkiye, 27 - 29 Kasım 2014, (Tam Metin Bildiri)

28. İzmir Mobil Seyahat Planlama Sistemi

Dalkılıç F., Doğan Y., Birant D., Kut R. A.

19. Türkiye’xxde Internet Konferansı, İzmir, Türkiye, 27 - 29 Kasım 2014, (Tam Metin Bildiri)

29. Mobil Uygulama ile Görüntü İşleme ve Veri Madenciliği Tekniklerine Dayalı Melanom Tahmin Desteği Sağlanması

Çağlayan M., Çekirge B., Birant D., Yıldırım P.

Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU 2014), İzmir, Türkiye, 9 - 10 Ekim 2014, (Tam Metin Bildiri)

30. Mobile Supported and Process Enabled Electronic Document Management System for Local Municipalities

Bakırlı G., Birant D., Mutlu E., Denktaş L., Çetin D., Kut R. A.

14th European Conference on e-Goverment, Brasov, Romanya, 12 - 13 Haziran 2014, ss.42-50, (Tam Metin Bildiri)

31. Naive Bayes Classifier for Continuous Variables using Novel Method (NBC4D) and Distributions

Yıldırım P., Birant D.

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, İtalya, 23 - 25 Haziran 2014, ss.110-115, (Tam Metin Bildiri)

32. SOM++: Integration of self-organizing map and K-Means++ algorithms

Doğan Y., Birant D., Kut R. A.

9th International Conference on International Conference on Machine Learning and Data Mining, MLDM 2013, New York, Amerika Birleşik Devletleri, 19 - 25 Temmuz 2013, ss.246-259, (Tam Metin Bildiri)

33. Data Mining Solutions for Local Municipalities

Bakirli G., BİRANT D., Mutlu E., KUT R. A., Denktas L., Cetin D.

12th European Conference on eGovernment (ECEG), Barcelona, İspanya, 14 - 15 Haziran 2012, ss.74-83, (Tam Metin Bildiri)

34. INNA: Incremental neural network algorithm and performance analysis

Bakirli G., Birant D., Kut R. A.

2nd International Conference on Computational Bioscience, CompBio 2011, Cambridge, Birleşik Krallık, 11 - 13 Temmuz 2011, ss.296-302, (Tam Metin Bildiri)

35. A new approach for weighted clustering using decision tree

DOĞAN Y., BİRANT D., KUT R. A.

2011 International Symposium on Innovations in Intelligent Systems and Applications, Istanbul, Turkey, 15 - 18 Haziran 2011, (Tam Metin Bildiri)

36. PSOMDM: Faster Parallel Self Organizing Map by Using Division Method

DOĞAN Y., BİRANT D., KUT R. A.

2nd International Symposium on Computing in Science & Engineering, Aydın, Türkiye, 01 Haziran 2011, (Tam Metin Bildiri)

37. Attitude Towards m Learning Usage in SEEU

Fetajı M., Fetajı B., Birant D.

4th International Conference on Communications and Information Technology (CIT'10), Latest Trends on Communications and Information Technology, Ioannina, Yunanistan, 22 - 25 Temmuz 2010, (Tam Metin Bildiri)

38. Recommender System with Association Rules Based on Web Usage Mining

Turan M., Birant D.

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2010), Kayseri, Türkiye, 21 - 24 Haziran 2010, ss.209-213, (Tam Metin Bildiri)

39. Dynamic Bus Scheduling with FP Growth

Birant D., Özbulak G., Teyran İ., Serin T.

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2010), Kayseri, Türkiye, 21 - 24 Haziran 2010, ss.491-495, (Tam Metin Bildiri)

40. Determining the Best Pattern for KNN Clustering with Balanced Equation

DOĞAN Y., BİRANT D., KUT R. A.

INISTA: International Conference on INnovations in Intelligent SysTems and Applications 2010, Kayseri, Türkiye, 21 - 24 Haziran 2010, (Tam Metin Bildiri)

41. İş Zekası Çözümleri için Çok Boyutlu Birliktelik Kuralları Analizi

Birant D., Kut R. A., Ventura M., Altınok H., Altınok B., Altınok E., et al.

Akademik Bilişim Konferansı 2010, Muğla, Türkiye, 10 - 12 Şubat 2010, ss.215-222, (Tam Metin Bildiri)

42. The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices

Civriz M., BİRANT D., KUT R. A.

2nd International Conference on Wireless and Mobile Networks, Ankara, Türkiye, 26 - 28 Haziran 2010, cilt.84, ss.13-22, (Tam Metin Bildiri)

43. Yerel Yönetimlerde Veri Madenciliği ve Bilgi Keşfi

Birant D., Mutlu E., Kut R. A., Denktaş L., Ercan L.

TBD 26. Ulusal Bilişim Kurultayı, Bilişim 2009, Ankara, Türkiye, 18 - 20 Kasım 2009, (Tam Metin Bildiri)

44. Improving quality assurance in education with web-based services by data mining and mobile technologies

Hajra A., Birant D., Kut R. A.

2008 Euro American Conference on Telematics and Information Systems, EATIS 2008, Aracaju, Brezilya, 10 - 12 Eylül 2008, (Tam Metin Bildiri)

45. An Effective Digital Document Management System

Orak M., UTKU S., BİRANT D., KUT R. A.

GAP V. MÜHENDİSLİK KONGRESİ, Şanlıurfa, Türkiye, 26 - 28 Nisan 2006, cilt.1, ss.600-607, (Tam Metin Bildiri)

46. Automation of the Manual Testing System by Computer Based Remote Controller

Gül M. D., Birant D., Utku S., Kut R. A.

GAP V. MÜHENDİSLİK KONGRESİ, Şanlıurfa, Türkiye, 26 - 28 Nisan 2006, cilt.1, ss.759-764, (Tam Metin Bildiri)

47. XML Teknolojisinin ASTM Protokolü Yerine Kullanılması

Turgut S., Birant D., Utku S., Kut R. A.

Bilgi Teknolojileri Kongresi IV, Akademik Bilisim 2006, Denizli, Türkiye, 9 - 11 Şubat 2006, ss.559-563, (Tam Metin Bildiri)

48. Kan Bankalarını Merkezileştirme Çalışmaları

Sakarya S., Utku S., Birant D., Kut R. A.

Bilgi Teknolojileri Kongresi IV, Akademik Bilisim 2006, Denizli, Türkiye, 9 - 11 Şubat 2006, ss.203-205, (Tam Metin Bildiri)

49. Spatio-temporal outlier detection in large databases

BİRANT D., KUT R. A.

28th International Conference on Information Technology Interfaces, Cavtat, Hırvatistan, 19 - 22 Haziran 2006, ss.179-180, (Tam Metin Bildiri)

50. A Web Service Based Model for Running Parallel Applications

Birant D., Kut R. A.

1st International Informatics Conference, Eskişehir, Türkiye, 10 - 12 Haziran 2005, (Tam Metin Bildiri)

51. İnternet Servisi Destekli Grafik Arayüzlü Bilgi İzleme Sistemi

Birant D., Kut R. A.

Akademik Bilişim 2005, Gaziantep, Türkiye, 2 - 04 Şubat 2005, (Tam Metin Bildiri)

52. E-Durak: Sunucu Tabanlı Elektronik Durak Sistemi

Birant D., Kut R. A.

Yapı ve Kentte Bilişim'04, Ankara, Türkiye, 2 - 03 Aralık 2004, (Tam Metin Bildiri)

53. Metin İçeriği Aramaya Yönelik Bir Web Uygulaması

Birant D., Kut R. A.

Bilgi Teknolojileri Kongresi III, Denizli, Türkiye, 7 - 09 Ekim 2004, ss.226-228, (Tam Metin Bildiri)

54. A User Friendly Tool for Parallel Processing on Distributed Computing Systems

Birant D., Kut R. A.

3rd Asian Pacific International Symposium on Information Technology, İstanbul, Türkiye, 13 - 14 Ocak 2004, ss.247-252, (Tam Metin Bildiri)

55. An approach for parallel execution of web services

Kut R. A., Birant D.

IEEE International Conference on Web Services (ICWS 2004), California, Amerika Birleşik Devletleri, 6 - 09 Temmuz 2004, ss.812-813, (Tam Metin Bildiri)