Works (10)

2021 article

Beginning with machine learning: a comprehensive primer

Yedida, R., & Saha, S. (2021, July 21). EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS.

By: R. Yedida & S. Saha

Source: Web Of Science
Added: August 2, 2021

2021 journal article

Learning to recognize actionable static code warnings (is intrinsically easy)

EMPIRICAL SOFTWARE ENGINEERING, 26(3).

By: X. Yang, J. Chen, R. Yedida, Z. Yu & T. Menzies

Sources: Web Of Science, ORCID
Added: May 17, 2021

2021 journal article

On the Value of Oversampling for Deep Learning in Software Defect Prediction

IEEE Transactions on Software Engineering, 1–1.

By: R. Yedida & T. Menzies

Sources: Crossref, ORCID
Added: June 12, 2021

2021 journal article

Simpler Hyperparameter Optimization for Software Analytics: Why, How, When

IEEE Transactions on Software Engineering, 1–1.

By: A. Agrawal, X. Yang, R. Agrawal, R. Yedida, X. Shen & T. Menzies

Sources: Crossref, ORCID
Added: June 12, 2021

2021 report

When SIMPLE is better than complex: A case study on deep learning for predicting Bugzilla issue close time

(ArXiv Preprint No. 2101.06319).

By: R. Yedida, X. Yang & T. Menzies

Source: NC State University Libraries
Added: June 12, 2021

2020 review

Evolution of novel activation functions in neural network training for astronomy data: habitability classification of exoplanets

[Review of ]. EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 229(16), 2629–2738.

By: S. Saha, N. Nagaraj, A. Mathur, R. Yedida & H. Sneha

Sources: Web Of Science, ORCID
Added: November 30, 2020

2020 article

LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence

APPLIED INTELLIGENCE, Vol. 9.

By: R. Yedida, S. Saha & T. Prashanth

Sources: ORCID, Web Of Science
Added: October 19, 2020

2020 chapter

Optimizing Inter-nationality of Journals: A Classical Gradient Approach Revisited via Swarm Intelligence

In Communications in Computer and Information Science: Vol. 1290. Modeling, Machine Learning and Astronomy (pp. 3–14).

By: L. Khaidem, R. Yedida & A. Theophilus

Event: Communications in Computer and Information Science at Bangalore, India on November 22-23, 2019

Sources: Crossref, ORCID
Added: June 12, 2021

2020 conference paper

Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data Sets

2020 International Joint Conference on Neural Networks (IJCNN), 1–8.

By: S. Sridhar, S. Saha, A. Shaikh, R. Yedida & S. Saha

Event: 2020 International Joint Conference on Neural Networks (IJCNN)

Sources: Crossref, ORCID
Added: June 12, 2021

2020 report

Text Mining to Identify and Extract Novel Disease Treatments From Unstructured Datasets

(ArXiv Preprint No. 2011.07959).

By: R. Yedida, S. Abrar, C. Melo-Filho, E. Muratov, R. Chirkova & A. Tropsha

Source: NC State University Libraries
Added: June 12, 2021