Varun Ojha

Orcid: 0000-0002-9256-1192

Affiliations:
  • University of Reading, UK


According to our database1, Varun Ojha authored at least 46 papers between 2012 and 2024.

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Bibliography

2024
Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network.
Inf. Fusion, February, 2024

Fragility, robustness and antifragility in deep learning.
Artif. Intell., February, 2024

Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection.
CoRR, 2024

2023
Low-rank and global-representation-key-based attention for graph transformer.
Inf. Sci., 2023

Adaptive search space decomposition method for pre- and post-buckling analyses of space truss structures.
Eng. Appl. Artif. Intell., 2023

UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

2022
Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies.
Swarm Evol. Comput., 2022

Backpropagation Neural Tree.
Neural Networks, 2022

Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

CSS-A Cheap-Surrogate-Based Selection Operator for Multi-objective Optimization.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022

2021
Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Classification of Musical Preference in Generation Z Through EEG Signal Processing and Machine Learning.
Proceedings of the Intelligent Systems Design and Applications, 2020

Transfer Learning for Instance Segmentation of Waste Bottles Using Mask R-CNN Algorithm.
Proceedings of the Intelligent Systems Design and Applications, 2020

A Novel ECG Signal Denoising Filter Selection Algorithm Based on Conventional Neural Networks.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Accent and Gender Recognition from English Language Speech and Audio Using Signal Processing and Deep Learning.
Proceedings of the Hybrid Intelligent Systems, 2020

Automated Water Segmentation and River Level Detection on Camera Images Using Transfer Learning.
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

Multi-Objective Optimisation of Multi-Output Neural Trees.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Machine learning approaches to understand the influence of urban environments on human's physiological response.
Inf. Sci., 2019

Examining Trade-Offs between Social, Psychological, and Energy Potential of Urban Form.
ISPRS Int. J. Geo Inf., 2019

Heuristic design of fuzzy inference systems: A review of three decades of research.
Eng. Appl. Artif. Intell., 2019

2018
Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees.
IEEE Trans. Fuzzy Syst., 2018

Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree.
Neural Comput. Appl., 2018

2017
Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study.
Neural Comput. Appl., 2017

Metaheuristic design of feedforward neural networks: A review of two decades of research.
Eng. Appl. Artif. Intell., 2017

Convergence Analysis of Backpropagation Algorithm for Designing an Intelligent System for Sensing Manhole Gases.
CoRR, 2017

Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming.
Appl. Soft Comput., 2017

Neural Tree for Estimating the Uniaxial Compressive Strength of Rock Materials.
Proceedings of the Hybrid Intelligent Systems, 2017

2016
A substitution of the general partial differential equation with extended polynomial networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Metaheuristic tuning of type-II fuzzy inference systems for data mining.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Temporal Learning Using Echo State Network for Human Activity Recognition.
Proceedings of the Third European Network Intelligence Conference, 2016

2015
A multi-agent concurrent neurosimulated annealing algorithm: A case study on intelligent sensing of manhole gases.
Int. J. Hybrid Intell. Syst., 2015

Understating continuous ant colony optimization for neural network training: A case study on intelligent sensing of manhole gas components.
Int. J. Hybrid Intell. Syst., 2015

An Ensemble of Neuro-Fuzzy Model for Assessing Risk in Cloud Computing Environment.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015

Ensemble of Flexible Neural Trees for Predicting Risk in Grid Computing Environment.
Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2015

Ensemble of Heterogeneous Flexible Neural Tree for the Approximation and Feature-Selection of Poly (Lactic-co-glycolic Acid) Micro- and Nanoparticle.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Neuro-Fuzzy Risk Prediction Model for Computational Grids.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

2014
Feature selection and ensemble of regression models for predicting the protein macromolecule dissolution profile.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

ACO for continuous function optimization: A performance analysis.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Design and Implementation of an Improved Datacenter Broker Policy to Improve the QoS of a Cloud.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

A Framework of Secured and Bio-Inspired Image Steganography Using Chaotic Encryption with Genetic Algorithm Optimization (CEGAO).
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Simultaneous optimization of neural network weights and active nodes using metaheuristics.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Ensemble of adaptive neuro-fuzzy inference system using particle swarm optimization for prediction of crude oil prices.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

2012
Performance Analysis Of Neuro Genetic Algorithm Applied On Detecting Proportion Of Components In Manhole Gas Mixture
CoRR, 2012

Performance analysis of neuro swarm optimization algorithm applied on detecting proportion of components in manhole gas mixture.
Artif. Intell. Res., 2012


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