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Venugopal, Deepak
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1

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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2

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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3

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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4

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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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

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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7

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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8

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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9

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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10

Empirical Evaluation of the Ensemble Framework for Feature ..:

, In: 2020 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2020 6th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom),
Das, Saikat ; Venugopal, Deepak ; Shiva, Sajjan. - p. 56-61 , 2020
Link: https://doi.org/10.1109/..
 
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11

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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12

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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13

Taxonomy and Survey of Interpretable Machine Learning Metho:

, In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI),
Das, Saikat ; Agarwal, Namita ; Venugopal, Deepak.. - p. 670-677 , 2020
Link: https://doi.org/10.1109/..
 
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14

Network Intrusion Detection Model Using One-Class Support V..:

, In: Algorithms for Intelligent Systems; Advances in Machine Learning and Computational Intelligence,
Mahfouz, Ahmed M. ; Abuhussein, Abdullah ; Venugopal, Deepak. - p. 79-86 , 2020
Link: https://doi.org/10.1007/..
 
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15

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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