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Deepak Venugopal
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1

Learning Representations for Math Strategies using BERT:

, In: Proceedings of the Eleventh ACM Conference on Learning @ Scale,
Thapa Magar, Abisha ; Fancsali, Stephen E. ; Rus, Vasile... - p. 514-518 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Verifying Relational Explanations: A Probabilistic Approach:

, In: 2023 IEEE International Conference on Big Data (BigData),
Magar, Abisha Thapa ; Shakya, Anup ; Sarkhely, Somdeb. - p. 108-115 , 2023
Link: https://doi.org/10.1109/..
 
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3

On the Verification of Embeddings with Hybrid Markov Logic:

, In: 2023 IEEE International Conference on Data Mining (ICDM),
Shakya, Anup ; Magar, Abisha Thapa ; Sarkhel, Somdeb. - p. 1301-1306 , 2023
Link: https://doi.org/10.1109/..
 
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4

Solutions to Data Science Problems:

, In: Dimensionality Reduction in Data Science,
Venugopal, Deepak ; Deng, Lih-Yuan ; Garzon, Max - p. 29-65 , 2022
Link: https://doi.org/10.1007/..
 
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5

Dimensionality Reduction in Data Science:

Garzon, Max ; Yang, Ching-Chi ; Venugopal, Deepak... - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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6

Appendices:

, In: Dimensionality Reduction in Data Science,
Garzon, Max ; Deng, Lih-Yuan ; Kumar, Nirman... - p. 219-265 , 2022
Link: https://doi.org/10.1007/..
 
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7

Evaluating Captioning Models using Markov Logic Networks:

, In: 2022 IEEE International Conference on Big Data (Big Data),
Shah, Monika ; Sarkhel, Somdeb ; Venugopal, Deepak - p. 127-134 , 2022
Link: https://doi.org/10.1109/..
 
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8

Metaheuristics of DR Methods:

, In: Dimensionality Reduction in Data Science,
Venugopal, Deepak ; Garzon, Max ; Kumar, Nirman.. - p. 199-218 , 2022
Link: https://doi.org/10.1007/..
 
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9

Machine Learning Approaches:

, In: Dimensionality Reduction in Data Science,
Venugopal, Deepak ; Garzon, Max - p. 179-197 , 2022
Link: https://doi.org/10.1007/..
 
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10

An Information-theoretic approach to dimensionality reducti..:

Mainali, Sambriddhi ; Garzon, Max ; Venugopal, Deepak...
International Journal of Data Science and Analytics.  12 (2021)  3 - p. 185-203 , 2021
Link: https://doi.org/10.1007/..
 
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11

A Holistic Approach for Detecting DDoS Attacks by Using Ens..:

, In: Advances in Intelligent Systems and Computing; Advances in Information and Communication,
Das, Saikat ; Venugopal, Deepak ; Shiva, Sajjan - p. 721-738 , 2020
Link: https://doi.org/10.1007/..
 
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12

Ensemble Classifiers for Network Intrusion Detection Using ..:

Mahfouz, Ahmed ; Abuhussein, Abdullah ; Venugopal, Deepak.
Future Internet.  12 (2020)  11 - p. 180 , 2020
Link: https://doi.org/10.3390/..
 
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13

CIDMP: Completely Interpretable Detection of Malaria Parasi..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Khan, Anik ; Gupta, Kishor Datta ; Venugopal, Deepak. - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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14

Fine-Grained Explanations Using Markov Logic:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Al Farabi, Khan Mohammad ; Sarkhel, Somdeb ; Dey, Sanorita. - p. 614-629 , 2020
Link: https://doi.org/10.1007/..
 
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15

Comparative Analysis of ML Classifiers for Network Intrusio..:

, In: Advances in Intelligent Systems and Computing; Fourth International Congress on Information and Communication Technology,
Mahfouz, Ahmed M. ; Venugopal, Deepak ; Shiva, Sajjan G. - p. 193-207 , 2020
Link: https://doi.org/10.1007/..
 
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