Concepedia

Classification of strawberry ripeness stages using machine learning algorithms and colour spaces

Sijan Karki, Jayanta Kumar Basak, Bhola Paudel, Nibas Chandra Deb, Na-Eun Kim, Junghoo Kook, Myeong Yong Kang, Hyeon Tae Kim

Horticulture Environment and Biotechnology · 2023 · 29 citations · 65 references

Concepts

AgricultureComputer ScienceHorticultural SciencesComputer VisionFruit ScienceMachine LearningBerry RipeningFruit QualityFruit Quality EvaluationFruit RipeningRipeness AssessmentRipening PhysiologyFruit Ripeness EvaluationFruit Ripening Stage AssessmentRipeness Prediction ModelsRipening Stage AssessmentRipening Stage Classification

References

65

Support vector machines

Marti A. Hearst, Susan Dumais, E. Osuna et al. · IEEE Intelligent Systems and their Applications · 1998 · 6.9K citations

Computing, Computer Science, Machine Learning +14

On hyperparameter optimization of machine learning algorithms: Theory and practice

Li Yang, Abdallah Shami · Neurocomputing · 2020 · 3.1K citations · Full text

Computing, Computer Science, Algorithms +11

Investigating the impact of data normalization on classification performance

Dalwinder Singh, Birmohan Singh · Applied Soft Computing · 2019 · 1.7K citations

Computing, Computer Science, Data Science +14

Introduction to multi-layer feed-forward neural networks

Daniel Svozil, Vladimı́r Kvasnička · Chemometrics and Intelligent Laboratory Systems · 1997 · 1.6K citations

Computing, Computer Engineering, Computer Science +9

An experimental comparison of performance measures for classification

Cèsar Ferri, José Hernández‐Orallo, R. Modroiu · Pattern Recognition Letters · 2008 · 888 citations

Computing, Data Science, Data Mining +13