Arjun Pakrashi

ScholarGPS® ID: 80322442571632

Affiliation
University College Dublin, Dublin, Ireland
Affiliation History

Field
Engineering and Computer Science
Discipline
Computer Science
Top Specialties
Kalman Filter | Neural Network
Metrics Summary
Publication Count
16
Predicted Citations
67
Predicted h-index
3
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) (journal article)
Delaney, Eoin | Pakrashi, Arjun | Greene, Derek | Keane, Mark T.
Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 20, pages 22696-22696 (2024).
10.1609/aaai.v38i20.30596
Cite | Source
Nearshore Wave Prediction for renewable energy: Initial Results with Remote Sensing and Buoy Data (conference)
Smyth, Shane | O'Sullivan, Conor | Pakrashi, Arjun | Dev, Soumyabrata
2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2) (2023)
Hangzhou, China
10.1109/EI259745.2023.10513266
Cited by (1) | Cite | Source
Assessing Interconnected Factors in CO2 Emissions: A Case Study of India Using Principal Component Analysis (conference)
Zhang, Yiteng | Pakrashi, Arjun | Dev, Soumyabrata
2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2) (2023)
Hangzhou, China
10.1109/EI259745.2023.10513351
Cited by (1) | Cite | Source
Counterfactual explanations for misclassified images: How human and machine explanations differ (journal article)
Delaney, Eoin | Pakrashi, Arjun | Greene, Derek | Keane, Mark T.
Artificial Intelligence, volume 324 (2023).
10.1016/j.artint.2023.103995
Cited by (4) | Cite | Source
ML-KFHE: Multi-label Ensemble Classification Algorithm Exploiting Sensor Fusion Properties of the Kalman Filter (journal article)
Pakrashi, Arjun | Mac Namee, Brian
SN Computer Science, volume 4, issue 6 (2023).
10.1007/s42979-023-02280-4
Cite | Source
CowMesh: a data-mesh architecture to unify dairy industry data for prediction and monitoring (journal article)
Pakrashi, Arjun | Wallace, Duncan | Mac Namee, Brian | Greene, Derek | Guéret, Christophe
Frontiers in Artificial Intelligence, volume 6 (2023).
10.3389/frai.2023.1209507
Cited by (1) | Cite | Source
Early detection of subclinical mastitis in lactating dairy cows using cow-level features (journal article)
Pakrashi, A. | Ryan, C. | Guéret, C. | Berry, D.P. | Corcoran, M. | Keane, M.T. | Mac Namee, B.
Journal of Dairy Science, volume 106, issue 7, pages 4978-4990 (2023).
10.3168/jds.2022-22803
Cited by (6) | Cite | Source
Integrating Unsupervised Clustering and Label-Specific Oversampling to Tackle Imbalanced Multi-Label Data (conference)
Sadhukhan, Payel | Pakrashi, Arjun | Palit, Sarbani | Namee, Brian
15th International Conference on Agents and Artificial Intelligence (2023)
Lisbon, Portugal
10.5220/0011901200003393
Cite | Source
Random Walk-steered Majority Undersampling (conference)
Sadhukhan, Payel | Pakrashi, Arjun | Namee, Brian Mac
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (2022)
Prague, Czech Republic
10.1109/SMC53654.2022.9945451
Cite | Source
The Deep Radial Basis Function Data Descriptor (D-RBFDD) Network: A One-Class Neural Network for Anomaly Detection (journal article)
Hossein Zadeh Bazargani, Mehran | Pakrashi, Arjun | Namee, Brian Mac
IEEE Access, volume 10 (2022).
10.1109/ACCESS.2022.3187961
Cited by (4) | Cite | Source
Ml-Kfhe: Multi-Label Ensemble Classification Algorithm Exploiting Sensor Fusion Properties of the Kalman Filter (journal article)
Pakrashi, Arjun | Mac Namee, Brian
SSRN Electronic Journal (2022).
10.2139/ssrn.4126823
Cite | Source
A multi‐label cascaded neural network classification algorithm for automatic training and evolution of deep cascaded architecture (journal article)
Pakrashi, Arjun | Mac Namee, Brian
Expert Systems, volume 38, issue 7 (2021).
10.1111/exsy.12671
Cited by (2) | Cite | Source
Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings (book chapter)
In Computer Vision – ECCV 2020 Workshops
Mitros, John | Pakrashi, Arjun | Namee, Brian Mac
Springer International Publishing (2020)
10.1007/978-3-030-66415-2_5
Cite | Source
KalmanTune: A Kalman Filter Based Tuning Method to Make Boosted Ensembles Robust to Class-Label Noise (journal article)
Pakrashi, Arjun | Namee, Brian Mac
IEEE Access, volume 8 (2020).
10.1109/ACCESS.2020.3013908
Cited by (5) | Cite | Source
Kalman Filter-based Heuristic Ensemble (KFHE): A new perspective on multi-class ensemble classification using Kalman filters (journal article)
Pakrashi, Arjun | Mac Namee, Brian
Information Sciences, volume 485 (2019).
10.1016/j.ins.2019.02.017
Cited by (13) | Cite | Source
CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper) (book chapter)
In Artificial Intelligence XXXVI
Pakrashi, Arjun | Mac Namee, Brian
Springer International Publishing (2019)
10.1007/978-3-030-34885-4_1
Cited by (2) | Cite | Source
A Kalman filtering induced heuristic optimization based partitional data clustering (journal article)
Pakrashi, Arjun | Chaudhuri, Bidyut B.
Information Sciences, volume 369 (2016).
10.1016/j.ins.2016.07.057
Cited by (20) | Cite | Source
A New Hybrid Clustering Approach Based on Heuristic Kalman Algorithm (book chapter)
In Swarm, Evolutionary, and Memetic Computing
Pakrashi, Arjun
Springer International Publishing (2015)
10.1007/978-3-319-20294-5_39
Cited by (1) | Cite | Source