Works (18)

2021 article

Beginning with machine learning: a comprehensive primer

Yedida, R., & Saha, S. (2021, July 21). EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, Vol. 7.

By: R. Yedida & S. Saha

Sources: Web Of Science, ORCID
Added: August 2, 2021

2021 report

Crowdsourcing the State of the Art(ifacts

(ArXiv Preprint No. 2108.06821).

By: M. Baldassarre, N. Ernst, B. Hermann, T. Menzies & R. Yedida

Source: NC State University Libraries
Added: January 13, 2022

2021 article

Documenting Evidence of a Reuse of 'A Systematic Study of the Class Imbalance Problem in Convolutional Neural Networks'

PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21).

By: R. Yedida & T. Menzies

Sources: ORCID, Web Of Science
Added: January 4, 2022

2021 article

Documenting Evidence of a Reuse of 'On the Number of Linear Regions of Deep Neural Networks'

PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21).

By: R. Yedida & T. Menzies

Sources: ORCID, Web Of Science
Added: January 4, 2022

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 conference paper

Lessons learned from hyper-parameter tuning for microservice candidate identi cation

Proceedings of the thirty-sixth IEEE/ACM International Conference on Automated Software Engineering (ASE). Presented at the 36th IEEE/ACM International Conference on Automated Software Engineering, (Virtual).

By: R. Yedida, R. Krishna, A. Kalia, T. Menzies, J. Xiao & M. Vukovic

Event: 36th IEEE/ACM International Conference on Automated Software Engineering at (Virtual) on November 14-20, 2021

Source: NC State University Libraries
Added: January 13, 2022

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. 51, pp. 1460–1478.

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

2018 speech

An Introduction to Data Analysis

Presented at the PES University, Bangalore, India.

By: R. Yedida

Event: PES University at Bangalore, India

Source: NC State University Libraries
Added: January 13, 2022

2018 speech

How to design a Flappy Bird game

Presented at the PES University, Bangalore, India.

By: R. Yedida

Event: PES University at Bangalore, India

Source: NC State University Libraries
Added: January 13, 2022

2018 speech

Machine Learning

Presented at the PES University, Bangalore, India.

By: R. Yedida

Event: PES University at Bangalore, India

Source: NC State University Libraries
Added: January 13, 2022

2017 speech

Complexity Classes and NP-Completeness

Presented at the PES University, Bangalore, India.

By: R. Yedida

Event: PES University at Bangalore, India

Source: NC State University Libraries
Added: January 13, 2022