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ORCIDBibTeX records: Narayanan Chatapuram Krishnan
@article{DBLP:journals/tai/AimenSLAK24,
author = {Aroof Aimen and
Sahil Sidheekh and
Bharat Ladrecha and
Hansin Ahuja and
Narayanan C. Krishnan},
title = {Adaptation: Blessing or Curse for Higher Way Meta-Learning},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {5},
number = {4},
pages = {1844--1856},
year = {2024},
url = {https://doi.org/10.1109/TAI.2023.3301826},
doi = {10.1109/TAI.2023.3301826},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/AimenSLAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/KamakshiK24,
author = {Vidhya Kamakshi and
Narayanan C. Krishnan},
editor = {Sriraam Natarajan and
Indrajit Bhattacharya and
Richa Singh and
Arun Kumar and
Sayan Ranu and
Kalika Bali and
Abinaya K},
title = {{SCE:} Shared Concept Extractor to Explain a CNN's Classification
Dynamics},
booktitle = {Proceedings of the 7th Joint International Conference on Data Science
{\&} Management of Data (11th {ACM} {IKDD} {CODS} and 29th COMAD),
Bangalore, India, January 4-7, 2024},
pages = {109--117},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3632410.3632425},
doi = {10.1145/3632410.3632425},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/KamakshiK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/Gupta0KGH24,
author = {Shivam Gupta and
Shweta Jain and
Narayanan C. Krishnan and
Ganesh Ghalme and
Nandyala Hemachandra},
editor = {Sriraam Natarajan and
Indrajit Bhattacharya and
Richa Singh and
Arun Kumar and
Sayan Ranu and
Kalika Bali and
Abinaya K},
title = {Online Algorithm for Clustering with Capacity Constraints},
booktitle = {Proceedings of the 7th Joint International Conference on Data Science
{\&} Management of Data (11th {ACM} {IKDD} {CODS} and 29th COMAD),
Bangalore, India, January 4-7, 2024},
pages = {572--573},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3632410.3632475},
doi = {10.1145/3632410.3632475},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/Gupta0KGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SambyalNKB23,
author = {Abhishek Singh Sambyal and
Usma Niyaz and
Narayanan C. Krishnan and
Deepti R. Bathula},
title = {Understanding calibration of deep neural networks for medical image
classification},
journal = {Comput. Methods Programs Biomed.},
volume = {242},
pages = {107816},
year = {2023},
url = {https://doi.org/10.1016/j.cmpb.2023.107816},
doi = {10.1016/J.CMPB.2023.107816},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/SambyalNKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GuptaGKJ23,
author = {Shivam Gupta and
Ganesh Ghalme and
Narayanan C. Krishnan and
Shweta Jain},
title = {Efficient algorithms for fair clustering with a new notion of fairness},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {5},
pages = {1959--1997},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00928-6},
doi = {10.1007/S10618-023-00928-6},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GuptaGKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/BhattRCK23,
author = {Ravi Bhatt and
Anuj Rai and
Sukalpa Chanda and
Narayanan C. Krishnan},
title = {Pho(SC)-CTC - a hybrid approach towards zero-shot word image recognition},
journal = {Int. J. Document Anal. Recognit.},
volume = {26},
number = {1},
pages = {51--63},
year = {2023},
url = {https://doi.org/10.1007/s10032-022-00407-6},
doi = {10.1007/S10032-022-00407-6},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdar/BhattRCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/AimenLSK23,
author = {Aroof Aimen and
Bharat Ladrecha and
Sahil Sidheekh and
Narayanan C. Krishnan},
title = {Leveraging Task Variability in Meta-learning},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {5},
pages = {539},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-01951-6},
doi = {10.1007/S42979-023-01951-6},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/AimenLSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/0004GK023,
author = {Shivam Gupta and
Ganesh Ghalme and
Narayanan C. Krishnan and
Shweta Jain},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Group Fair Clustering Revisited - Notions and Efficient Algorithm},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {2854--2856},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3599101},
doi = {10.5555/3545946.3599101},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/0004GK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SinghK0G0K23,
author = {Manan Singh and
Sai Srinivas Kancheti and
Shivam Gupta and
Ganesh Ghalme and
Shweta Jain and
Narayanan C. Krishnan},
title = {Algorithmic Recourse based on User's Feature-order Preference},
booktitle = {Proceedings of the 6th Joint International Conference on Data Science
{\&} Management of Data (10th {ACM} {IKDD} {CODS} and 28th COMAD),
Mumbai, India, January 4-7, 2023},
pages = {293--294},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3570991.3571039},
doi = {10.1145/3570991.3571039},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/SinghK0G0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/GuravJKC23,
author = {Aniket Gurav and
Joakim Jensen and
Narayanan C. Krishnan and
Sukalpa Chanda},
editor = {Antonio Pertusa and
Antonio Javier Gallego and
Joan{-}Andreu S{\'{a}}nchez and
In{\^{e}}s Domingues},
title = {ResPho(SC)Net: {A} Zero-Shot Learning Framework for Norwegian Handwritten
Word Image Recognition},
booktitle = {Pattern Recognition and Image Analysis - 11th Iberian Conference,
IbPRIA 2023, Alicante, Spain, June 27-30, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14062},
pages = {182--196},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36616-1\_15},
doi = {10.1007/978-3-031-36616-1\_15},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/GuravJKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04462,
author = {Aroof Aimen and
Arsh Verma and
Makarand Tapaswi and
Narayanan C. Krishnan},
title = {Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays},
journal = {CoRR},
volume = {abs/2309.04462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04462},
doi = {10.48550/ARXIV.2309.04462},
eprinttype = {arXiv},
eprint = {2309.04462},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13132,
author = {Abhishek Singh Sambyal and
Usma Niyaz and
Narayanan C. Krishnan and
Deepti R. Bathula},
title = {Understanding Calibration of Deep Neural Networks for Medical Image
Classification},
journal = {CoRR},
volume = {abs/2309.13132},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13132},
doi = {10.48550/ARXIV.2309.13132},
eprinttype = {arXiv},
eprint = {2309.13132},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KamakshiK22,
author = {Vidhya Kamakshi and
Narayanan C. Krishnan},
title = {Explainable Supervised Domain Adaptation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892273},
doi = {10.1109/IJCNN55064.2022.9892273},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KamakshiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SambyalKB22,
author = {Abhishek Singh Sambyal and
Narayanan C. Krishnan and
Deepti R. Bathula},
title = {Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761638},
doi = {10.1109/ISBI52829.2022.9761638},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SambyalKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AimenLK22,
author = {Aroof Aimen and
Bharat Ladrecha and
Narayanan C. Krishnan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Adversarial Projections to Tackle Support-Query Shifts in Few-Shot
Meta-Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {615--630},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_37},
doi = {10.1007/978-3-031-26409-2\_37},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AimenLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/KumarSGKK21,
author = {Ashish Kumar and
Karan Sehgal and
Prerna Garg and
Vidhya Kamakshi and
Narayanan Chatapuram Krishnan},
title = {{MACE:} Model Agnostic Concept Extractor for Explaining Image Classification
Networks},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {2},
number = {6},
pages = {574--583},
year = {2021},
url = {https://doi.org/10.1109/TAI.2021.3111138},
doi = {10.1109/TAI.2021.3111138},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tai/KumarSGKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AimenSMK21,
author = {Aroof Aimen and
Sahil Sidheekh and
Vineet Madan and
Narayanan C. Krishnan},
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Stress Testing of Meta-learning Approaches for Few-shot Learning},
booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
pages = {38--44},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/aimen21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AimenSMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/SharmaRKKJ21,
author = {Rajat Sharma and
Nikhil Reddy and
Vidhya Kamakshi and
Narayanan C. Krishnan and
Shweta Jain},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {{MAIRE} - {A} Model-Agnostic Interpretable Rule Extraction Procedure
for Explaining Classifiers},
booktitle = {Machine Learning and Knowledge Extraction - 5th {IFIP} {TC} 5, {TC}
12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
{CD-MAKE} 2021, Virtual Event, August 17-20, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12844},
pages = {329--349},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84060-0\_21},
doi = {10.1007/978-3-030-84060-0\_21},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SharmaRKKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/RaiKC21,
author = {Anuj Rai and
Narayanan C. Krishnan and
Sukalpa Chanda},
editor = {Josep Llad{\'{o}}s and
Daniel Lopresti and
Seiichi Uchida},
title = {Pho(SC)Net: An Approach Towards Zero-Shot Word Image Recognition in
Historical Documents},
booktitle = {16th International Conference on Document Analysis and Recognition,
{ICDAR} 2021, Lausanne, Switzerland, September 5-10, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12821},
pages = {19--33},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86549-8\_2},
doi = {10.1007/978-3-030-86549-8\_2},
timestamp = {Thu, 09 Sep 2021 13:50:21 +0200},
biburl = {https://dblp.org/rec/conf/icdar/RaiKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SidheekhAK21,
author = {Sahil Sidheekh and
Aroof Aimen and
Narayanan C. Krishnan},
editor = {Marina Meila and
Tong Zhang},
title = {On Characterizing {GAN} Convergence Through Proximal Duality Gap},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9660--9670},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sidheekh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SidheekhAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KamakshiGK21,
author = {Vidhya Kamakshi and
Uday Gupta and
Narayanan C. Krishnan},
title = {{PACE:} Posthoc Architecture-Agnostic Concept Extractor for Explaining
CNNs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534369},
doi = {10.1109/IJCNN52387.2021.9534369},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KamakshiGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SidheekhAMK21,
author = {Sahil Sidheekh and
Aroof Aimen and
Vineet Madan and
Narayanan C. Krishnan},
title = {On Duality Gap as a Measure for Monitoring {GAN} Training},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534186},
doi = {10.1109/IJCNN52387.2021.9534186},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SidheekhAMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08587,
author = {Aroof Aimen and
Sahil Sidheekh and
Vineet Madan and
Narayanan C. Krishnan},
title = {Stress Testing of Meta-learning Approaches for Few-shot Learning},
journal = {CoRR},
volume = {abs/2101.08587},
year = {2021},
url = {https://arxiv.org/abs/2101.08587},
eprinttype = {arXiv},
eprint = {2101.08587},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04801,
author = {Sahil Sidheekh and
Aroof Aimen and
Narayanan C. Krishnan},
title = {Characterizing {GAN} Convergence Through Proximal Duality Gap},
journal = {CoRR},
volume = {abs/2105.04801},
year = {2021},
url = {https://arxiv.org/abs/2105.04801},
eprinttype = {arXiv},
eprint = {2105.04801},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-15093,
author = {Anuj Rai and
Narayanan C. Krishnan and
Sukalpa Chanda},
title = {Pho(SC)Net: An Approach Towards Zero-shot Word Image Recognition in
Historical Documents},
journal = {CoRR},
volume = {abs/2105.15093},
year = {2021},
url = {https://arxiv.org/abs/2105.15093},
eprinttype = {arXiv},
eprint = {2105.15093},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-15093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10642,
author = {Aroof Aimen and
Sahil Sidheekh and
Narayanan C. Krishnan},
title = {Task Attended Meta-Learning for Few-Shot Learning},
journal = {CoRR},
volume = {abs/2106.10642},
year = {2021},
url = {https://arxiv.org/abs/2106.10642},
eprinttype = {arXiv},
eprint = {2106.10642},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12773,
author = {Sam Zabdiel Sunder Samuel and
Vidhya Kamakshi and
Namrata Lodhi and
Narayanan C. Krishnan},
title = {Evaluation of Saliency-based Explainability Method},
journal = {CoRR},
volume = {abs/2106.12773},
year = {2021},
url = {https://arxiv.org/abs/2106.12773},
eprinttype = {arXiv},
eprint = {2106.12773},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06670,
author = {Sumit Kumar Varshney and
Jeetu Kumar and
Aditya Tiwari and
Rishabh Singh and
Venkata M. V. Gunturi and
Narayanan C. Krishnan},
title = {Deep Geospatial Interpolation Networks},
journal = {CoRR},
volume = {abs/2108.06670},
year = {2021},
url = {https://arxiv.org/abs/2108.06670},
eprinttype = {arXiv},
eprint = {2108.06670},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13828,
author = {Vidhya Kamakshi and
Uday Gupta and
Narayanan C. Krishnan},
title = {{PACE:} Posthoc Architecture-Agnostic Concept Extractor for Explaining
CNNs},
journal = {CoRR},
volume = {abs/2108.13828},
year = {2021},
url = {https://arxiv.org/abs/2108.13828},
eprinttype = {arXiv},
eprint = {2108.13828},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00708,
author = {Shivam Gupta and
Ganesh Ghalme and
Narayanan C. Krishnan and
Shweta Jain},
title = {Efficient Algorithms For Fair Clustering with a New Fairness Notion},
journal = {CoRR},
volume = {abs/2109.00708},
year = {2021},
url = {https://arxiv.org/abs/2109.00708},
eprinttype = {arXiv},
eprint = {2109.00708},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11012,
author = {Abhishek Singh Sambyal and
Narayanan C. Krishnan and
Deepti R. Bathula},
title = {Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks},
journal = {CoRR},
volume = {abs/2110.11012},
year = {2021},
url = {https://arxiv.org/abs/2110.11012},
eprinttype = {arXiv},
eprint = {2110.11012},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MunjalPK20,
author = {Prateek Munjal and
Akanksha Paul and
Narayanan C. Krishnan},
title = {Implicit Discriminator in Variational Autoencoder},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207307},
doi = {10.1109/IJCNN48605.2020.9207307},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MunjalPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SukhijaVKR20,
author = {Sanatan Sukhija and
Srenivas Varadarajan and
Narayanan C. Krishnan and
Sujit Rai},
title = {Multi-Partition Feature Alignment Network for Unsupervised Domain
Adaptation},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207017},
doi = {10.1109/IJCNN48605.2020.9207017},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SukhijaVKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01472,
author = {Ashish Kumar and
Karan Sehgal and
Prerna Garg and
Vidhya Kamakshi and
Narayanan C. Krishnan},
title = {{MACE:} Model Agnostic Concept Extractor for Explaining Image Classification
Networks},
journal = {CoRR},
volume = {abs/2011.01472},
year = {2020},
url = {https://arxiv.org/abs/2011.01472},
eprinttype = {arXiv},
eprint = {2011.01472},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01498,
author = {Sagarika Sharma and
Sujit Rai and
Narayanan C. Krishnan},
title = {Wheat Crop Yield Prediction Using Deep {LSTM} Model},
journal = {CoRR},
volume = {abs/2011.01498},
year = {2020},
url = {https://arxiv.org/abs/2011.01498},
eprinttype = {arXiv},
eprint = {2011.01498},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01506,
author = {Rajat Sharma and
Nikhil Reddy and
Vidhya Kamakshi and
Narayanan C. Krishnan and
Shweta Jain},
title = {{MAIRE} - {A} Model-Agnostic Interpretable Rule Extraction Procedure
for Explaining Classifiers},
journal = {CoRR},
volume = {abs/2011.01506},
year = {2020},
url = {https://arxiv.org/abs/2011.01506},
eprinttype = {arXiv},
eprint = {2011.01506},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06723,
author = {Sahil Sidheekh and
Aroof Aimen and
Vineet Madan and
Narayanan C. Krishnan},
title = {On Duality Gap as a Measure for Monitoring {GAN} Training},
journal = {CoRR},
volume = {abs/2012.06723},
year = {2020},
url = {https://arxiv.org/abs/2012.06723},
eprinttype = {arXiv},
eprint = {2012.06723},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SukhijaK19,
author = {Sanatan Sukhija and
Narayanan Chatapuram Krishnan},
title = {Supervised heterogeneous feature transfer via random forests},
journal = {Artif. Intell.},
volume = {268},
pages = {30--53},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2018.11.004},
doi = {10.1016/J.ARTINT.2018.11.004},
timestamp = {Fri, 18 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/SukhijaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PaulKM19,
author = {Akanksha Paul and
Narayanan C. Krishnan and
Prateek Munjal},
title = {Semantically Aligned Bias Reducing Zero Shot Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {7056--7065},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Paul\_Semantically\_Aligned\_Bias\_Reducing\_Zero\_Shot\_Learning\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00722},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PaulKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07659,
author = {Akanksha Paul and
Narayanan C. Krishnan and
Prateek Munjal},
title = {Semantically Aligned Bias Reducing Zero Shot Learning},
journal = {CoRR},
volume = {abs/1904.07659},
year = {2019},
url = {http://arxiv.org/abs/1904.07659},
eprinttype = {arXiv},
eprint = {1904.07659},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13062,
author = {Prateek Munjal and
Akanksha Paul and
Narayanan C. Krishnan},
title = {Implicit Discriminator in Variational Autoencoder},
journal = {CoRR},
volume = {abs/1909.13062},
year = {2019},
url = {http://arxiv.org/abs/1909.13062},
eprinttype = {arXiv},
eprint = {1909.13062},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PandeyAK18,
author = {Shailesh M. Pandey and
Tushar Agarwal and
Narayanan C. Krishnan},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Multi-Task Deep Learning for Predicting Poverty From Satellite Images},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {7793--7798},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11416},
doi = {10.1609/AAAI.V32I1.11416},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PandeyAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SukhijaKK18,
author = {Sanatan Sukhija and
Narayanan Chatapuram Krishnan and
Deepak Kumar},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {Supervised heterogeneous transfer learning using random forests},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {157--166},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152510},
doi = {10.1145/3152494.3152510},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/SukhijaKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GargPTK18,
author = {Jatin Garg and
Skand Vishwanath Peri and
Himanshu Tolani and
Narayanan C. Krishnan},
editor = {Susanne Boll and
Kyoung Mu Lee and
Jiebo Luo and
Wenwu Zhu and
Hyeran Byun and
Chang Wen Chen and
Rainer Lienhart and
Tao Mei},
title = {Deep Cross Modal Learning for Caricature Verification and Identification
(CaVINet)},
booktitle = {2018 {ACM} Multimedia Conference on Multimedia Conference, {MM} 2018,
Seoul, Republic of Korea, October 22-26, 2018},
pages = {1101--1109},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240508.3240658},
doi = {10.1145/3240508.3240658},
timestamp = {Mon, 18 Nov 2019 15:08:26 +0100},
biburl = {https://dblp.org/rec/conf/mm/GargPTK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SukhijaK18,
author = {Sanatan Sukhija and
Narayanan Chatapuram Krishnan},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Web-Induced Heterogeneous Transfer Learning with Sample Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {777--793},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_46},
doi = {10.1007/978-3-030-10928-8\_46},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SukhijaK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11688,
author = {Jatin Garg and
Skand Vishwanath Peri and
Himanshu Tolani and
Narayanan C. Krishnan},
title = {Deep Cross Modal Learning for Caricature Verification and Identification(CaVINet)},
journal = {CoRR},
volume = {abs/1807.11688},
year = {2018},
url = {http://arxiv.org/abs/1807.11688},
eprinttype = {arXiv},
eprint = {1807.11688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/DasCKS16,
author = {Barnan Das and
Diane J. Cook and
Narayanan Chatapuram Krishnan and
Maureen Schmitter{-}Edgecombe},
title = {One-Class Classification-Based Real-Time Activity Error Detection
in Smart Homes},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {5},
pages = {914--923},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2535972},
doi = {10.1109/JSTSP.2016.2535972},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/DasCKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/MittalYGK16,
author = {Gaurav Mittal and
Kaushal B. Yagnik and
Mohit Garg and
Narayanan C. Krishnan},
editor = {Paul Lukowicz and
Antonio Kr{\"{u}}ger and
Andreas Bulling and
Youn{-}Kyung Lim and
Shwetak N. Patel},
title = {SpotGarbage: smartphone app to detect garbage using deep learning},
booktitle = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September
12-16, 2016},
pages = {940--945},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2971648.2971731},
doi = {10.1145/2971648.2971731},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/MittalYGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/SikkaMBK16,
author = {Apoorva Sikka and
Gaurav Mittal and
Deepti R. Bathula and
Narayanan C. Krishnan},
editor = {Dhruv Batra and
Michael Brown and
Vijay Natarajan},
title = {Supervised deep segmentation network for brain extraction},
booktitle = {Proceedings of the Tenth Indian Conference on Computer Vision, Graphics
and Image Processing, {ICVGIP} 2016, Guwahati, Assam, India, December
18-22, 2016},
pages = {9:1--9:8},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/3009977.3010016},
doi = {10.1145/3009977.3010016},
timestamp = {Tue, 06 Nov 2018 11:06:53 +0100},
biburl = {https://dblp.org/rec/conf/icvgip/SikkaMBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SukhijaKS16,
author = {Sanatan Sukhija and
Narayanan Chatapuram Krishnan and
Gurkanwal Singh},
editor = {Subbarao Kambhampati},
title = {Supervised Heterogeneous Domain Adaptation via Random Forests},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2039--2045},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/291},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SukhijaKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DasKC15,
author = {Barnan Das and
Narayanan Chatapuram Krishnan and
Diane J. Cook},
title = {{RACOG} and wRACOG: Two Probabilistic Oversampling Techniques},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {1},
pages = {222--234},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2324567},
doi = {10.1109/TKDE.2014.2324567},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DasKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/KumarQVK15,
author = {Rahul Kumar and
Imroj Qamar and
Jaskaran Singh Virdi and
Narayanan Chatapuram Krishnan},
title = {Multi-label Learning for Activity Recognition},
booktitle = {2015 International Conference on Intelligent Environments, {IE} 2015,
Prague, Czech Republic, July 15-17, 2015},
pages = {152--155},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IE.2015.32},
doi = {10.1109/IE.2015.32},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/intenv/KumarQVK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/CookK14,
author = {Diane J. Cook and
Narayanan Chatapuram Krishnan},
title = {Mining the home environment},
journal = {J. Intell. Inf. Syst.},
volume = {43},
number = {3},
pages = {503--519},
year = {2014},
url = {https://doi.org/10.1007/s10844-014-0341-4},
doi = {10.1007/S10844-014-0341-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/CookK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/KrishnanC14,
author = {Narayanan Chatapuram Krishnan and
Diane J. Cook},
title = {Activity recognition on streaming sensor data},
journal = {Pervasive Mob. Comput.},
volume = {10},
pages = {138--154},
year = {2014},
url = {https://doi.org/10.1016/j.pmcj.2012.07.003},
doi = {10.1016/J.PMCJ.2012.07.003},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/KrishnanC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/DoganGHKLMRRSSTY13,
author = {Rezarta Islamaj Dogan and
Yolanda Gil and
Haym Hirsh and
Narayanan Chatapuram Krishnan and
Michael Lewis and
{\c{C}}etin Meri{\c{c}}li and
Parisa Rashidi and
Victor Raskin and
Samarth Swarup and
Wei Sun and
Julia M. Taylor and
Lana Yeganova},
title = {Reports on the 2012 {AAAI} Fall Symposium Series},
journal = {{AI} Mag.},
volume = {34},
number = {1},
pages = {93--100},
year = {2013},
url = {https://doi.org/10.1609/aimag.v34i1.2457},
doi = {10.1609/AIMAG.V34I1.2457},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/DoganGHKLMRRSSTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/CookCTK13,
author = {Diane J. Cook and
Aaron S. Crandall and
Brian L. Thomas and
Narayanan Chatapuram Krishnan},
title = {{CASAS:} {A} Smart Home in a Box},
journal = {Computer},
volume = {46},
number = {7},
pages = {62--69},
year = {2013},
url = {https://doi.org/10.1109/MC.2012.328},
doi = {10.1109/MC.2012.328},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/CookCTK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaise/KrishnanCW13,
author = {Narayanan Chatapuram Krishnan and
Diane J. Cook and
Zachary Wemlinger},
title = {Learning a taxonomy of predefined and discovered activity patterns},
journal = {J. Ambient Intell. Smart Environ.},
volume = {5},
number = {6},
pages = {621--637},
year = {2013},
url = {https://doi.org/10.3233/AIS-130230},
doi = {10.3233/AIS-130230},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaise/KrishnanCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CookFK13,
author = {Diane J. Cook and
Kyle D. Feuz and
Narayanan Chatapuram Krishnan},
title = {Transfer learning for activity recognition: a survey},
journal = {Knowl. Inf. Syst.},
volume = {36},
number = {3},
pages = {537--556},
year = {2013},
url = {https://doi.org/10.1007/s10115-013-0665-3},
doi = {10.1007/S10115-013-0665-3},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/CookFK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/CookKR13,
author = {Diane J. Cook and
Narayanan Chatapuram Krishnan and
Parisa Rashidi},
title = {Activity Discovery and Activity Recognition: {A} New Partnership},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {3},
pages = {820--828},
year = {2013},
url = {https://doi.org/10.1109/TSMCB.2012.2216873},
doi = {10.1109/TSMCB.2012.2216873},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/CookKR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DasKC13,
author = {Barnan Das and
Narayanan Chatapuram Krishnan and
Diane J. Cook},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {wRACOG: {A} Gibbs Sampling-Based Oversampling Technique},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {111--120},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.18},
doi = {10.1109/ICDM.2013.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DasKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DasKC13a,
author = {Barnan Das and
Narayanan Chatapuram Krishnan and
Diane J. Cook},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Handling Class Overlap and Imbalance to Detect Prompt Situations in
Smart Homes},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {266--273},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.18},
doi = {10.1109/ICDMW.2013.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DasKC13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/CookKRSM12,
author = {Diane J. Cook and
Narayanan Chatapuram Krishnan and
Parisa Rashidi and
Marjorie Skubic and
Alex Mihailidis},
title = {Preface},
booktitle = {Artificial Intelligence for Gerontechnology, Papers from the 2012
{AAAI} Fall Symposium, Arlington, Virginia, USA, November 2-4, 2012},
series = {{AAAI} Technical Report},
volume = {{FS-12-01}},
publisher = {{AAAI}},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5681},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/CookKRSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/DernbachDKTC12,
author = {Stefan Dernbach and
Barnan Das and
Narayanan Chatapuram Krishnan and
Brian L. Thomas and
Diane J. Cook},
title = {Simple and Complex Activity Recognition through Smart Phones},
booktitle = {2012 Eighth International Conference on Intelligent Environments,
Guanajuato, Mexico, June 26-29, 2012},
pages = {214--221},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IE.2012.39},
doi = {10.1109/IE.2012.39},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intenv/DernbachDKTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/aise/DasKC12,
author = {Barnan Das and
Narayanan Chatapuram Krishnan and
Diane J. Cook},
editor = {Tibor Bosse},
title = {Automated Activity Interventions to Assist with Activities of Daily
Living},
booktitle = {Agents and Ambient Intelligence - Achievements and Challenges in the
Intersection of Agent Technology and Ambient Intelligence},
series = {Ambient Intelligence and Smart Environments},
volume = {12},
pages = {137--158},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-050-5-137},
doi = {10.3233/978-1-61499-050-5-137},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/aise/DasKC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SahafKC11,
author = {Yasamin Sahaf and
Narayanan Chatapuram Krishnan and
Diane J. Cook},
title = {Defining the Complexity of an Activity},
booktitle = {Activity Context Representation: Techniques and Languages, Papers
from the 2011 {AAAI} Workshop, San Francisco, California, USA, August
7-8, 2011},
series = {{AAAI} Technical Report},
volume = {{WS-11-04}},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3946},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SahafKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/ChattopadhyayKP11,
author = {Rita Chattopadhyay and
Narayanan Chatapuram Krishnan and
Sethuraman Panchanathan},
title = {Topology Preserving Domain Adaptation for Addressing Subject Based
Variability in {SEMG} Signal},
booktitle = {Computational Physiology, Papers from the 2011 {AAAI} Spring Symposium,
Technical Report SS-11-04, Stanford, California, USA, March 21-23,
2011},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2395},
timestamp = {Mon, 13 Feb 2012 17:06:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/ChattopadhyayKP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ChattopadhyayKP11,
author = {Rita Chattopadhyay and
Narayanan Chatapuram Krishnan and
Sethuraman Panchanathan},
title = {Hierarchical domain adaptation for {SEMG} signal classification across
multiple subjects},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {7853--7856},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6091935},
doi = {10.1109/IEMBS.2011.6091935},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/ChattopadhyayKP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Krishnan10,
author = {Narayanan Chatapuram Krishnan},
title = {A computational framework for wearable accelerometer based activity
and gesture recognition},
school = {Arizona State University, Tempe, {USA}},
year = {2010},
url = {https://hdl.handle.net/2286/R.I.8744},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Krishnan10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/KrishnanLP10,
author = {Narayanan Chatapuram Krishnan and
Prasanth Lade and
Sethuraman Panchanathan},
title = {Activity gesture spotting using a threshold model based on Adaptive
Boosting},
booktitle = {Proceedings of the 2010 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2010, 19-23 July 2010, Singapore},
pages = {155--160},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICME.2010.5583013},
doi = {10.1109/ICME.2010.5583013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/KrishnanLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/LadeKP10,
author = {Prasanth Lade and
Narayanan Chatapuram Krishnan and
Sethuraman Panchanathan},
title = {Task Prediction in Cooking Activities Using Hierarchical State Space
Markov Chain and Object Based Task Grouping},
booktitle = {12th {IEEE} International Symposium on Multimedia, {ISM} 2010, Taichung,
Taiwan, December 13-15, 2010},
pages = {284--289},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ISM.2010.49},
doi = {10.1109/ISM.2010.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ism/LadeKP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaise/KrishnanJCP09,
author = {Narayanan Chatapuram Krishnan and
Colin Juillard and
Dirk Colbry and
Sethuraman Panchanathan},
title = {Recognition of hand movements using wearable accelerometers},
journal = {J. Ambient Intell. Smart Environ.},
volume = {1},
number = {2},
pages = {143--155},
year = {2009},
url = {https://doi.org/10.3233/AIS-2009-0019},
doi = {10.3233/AIS-2009-0019},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaise/KrishnanJCP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/KrishnanPP09,
author = {Narayanan Chatapuram Krishnan and
Gaurav N. Pradhan and
Sethuraman Panchanathan},
title = {Recognizing short duration hand movements from accelerometer data},
booktitle = {Proceedings of the 2009 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2009, June 28 - July 2, 2009, New York City, NY,
{USA}},
pages = {1700--1703},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICME.2009.5202848},
doi = {10.1109/ICME.2009.5202848},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/KrishnanPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bodynets/KrishnaBKJHP08,
author = {Sreekar Krishna and
Vineeth Nallure Balasubramanian and
Narayanan Chatapuram Krishnan and
Colin Juillard and
Terri Hedgpeth and
Sethuraman Panchanathan},
editor = {Sethuraman Panchanathan and
Sandeep Gupta},
title = {A wearable wireless {RFID} system for accessible shopping environments},
booktitle = {3rd International {ICST} Conference on Body Area Networks, {BODYNETS}
2008, Tempe, Arizona, USA, March 13-15, 2008},
pages = {29},
publisher = {{ICST}},
year = {2008},
url = {https://doi.org/10.4108/ICST.BODYNETS2008.2921},
doi = {10.4108/ICST.BODYNETS2008.2921},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bodynets/KrishnaBKJHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KrishnanP08,
author = {Narayanan Chatapuram Krishnan and
Sethuraman Panchanathan},
title = {Analysis of low resolution accelerometer data for continuous human
activity recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3337--3340},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518365},
doi = {10.1109/ICASSP.2008.4518365},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KrishnanP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/PanchanathanKKMB08,
author = {Sethuraman Panchanathan and
Narayanan Chatapuram Krishnan and
Sreekar Krishna and
Troy McDaniel and
Vineeth Nallure Balasubramanian},
editor = {Alejandro Jaimes and
Daniela Nicklas and
Nicu Sebe},
title = {Enriched human-centered multimedia computing through inspirations
from disabilities and deficit-centered computing solutions},
booktitle = {Proceedings of the 3rd {ACM} Workshop on Human-Centered Computing,
{HCC} 2008, Vancouver, British Columbia, Canada, October 31, 2008},
pages = {35--42},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1462027.1462033},
doi = {10.1145/1462027.1462033},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/PanchanathanKKMB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/BlackBKP07,
author = {John A. Black Jr. and
Stuart B. Braiman and
Narayanan Chatapuram Krishnan and
Sethuraman Panchanathan},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Scott J. Daly},
title = {The role of eye movement signals in dorsal and ventral processing},
booktitle = {Human Vision and Electronic Imaging XII, San Jose, CA, USA, January
29 - February 1, 2007},
series = {{SPIE} Proceedings},
volume = {6492},
pages = {649215},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.707578},
doi = {10.1117/12.707578},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/BlackBKP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/KrishnanLP07,
author = {Narayanan Chatapuram Krishnan and
Baoxin Li and
Sethuraman Panchanathan},
editor = {Alpesh Ranchordas and
Helder Ara{\'{u}}jo and
Jordi Vitri{\`{a}}},
title = {Detecting and classifying frontal, back and profile views of humans},
booktitle = {{VISAPP} 2007: Proceedings of the Second International Conference
on Computer Vision Theory and Applications, Barcelona, Spain, March
8-11, 2007 - Volume 2},
pages = {137--142},
publisher = {{INSTICC} - Institute for Systems and Technologies of Information,
Control and Communication},
year = {2007},
timestamp = {Thu, 04 Oct 2007 13:33:52 +0200},
biburl = {https://dblp.org/rec/conf/visapp/KrishnanLP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/KaholKBPSF06,
author = {Kanav Kahol and
Narayanan Chatapuram Krishnan and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan and
Marshall L. Smith and
John Ferrara},
editor = {Klara Nahrstedt and
Matthew A. Turk and
Yong Rui and
Wolfgang Klas and
Ketan Mayer{-}Patel},
title = {Measuring movement expertise in surgical tasks},
booktitle = {Proceedings of the 14th {ACM} International Conference on Multimedia,
Santa Barbara, CA, USA, October 23-27, 2006},
pages = {719--722},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1180639.1180792},
doi = {10.1145/1180639.1180792},
timestamp = {Fri, 03 Jul 2020 08:57:23 +0200},
biburl = {https://dblp.org/rec/conf/mm/KaholKBPSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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