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ORCIDSucheendra K. Palaniappan
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2020 – today
- 2024
[j10]Uchenna Akujuobi, Priyadarshini Kumari, Jihun Choi, Samy Badreddine, Kana Maruyama, Sucheendra K. Palaniappan, Tarek R. Besold:
Link prediction for hypothesis generation: an active curriculum learning infused temporal graph-based approach. Artif. Intell. Rev. 57(9): 244 (2024)- 2023
- [j9]Nikitha Karkera, Sathwik Acharya, Sucheendra K. Palaniappan:
Leveraging pre-trained language models for mining microbiome-disease relationships. BMC Bioinform. 24(1): 290 (2023) - [c9]Uchenna Akujuobi, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang:
T-PAIR: Temporal Node pair Embedding for Automatic Biomedical Hypothesis Generation (Extended abstract). ICDE 2023: 3843-3844 - 2022
- [j8]Uchenna Akujuobi
, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang:
T-PAIR: Temporal Node-Pair Embedding for Automatic Biomedical Hypothesis Generation. IEEE Trans. Knowl. Data Eng. 34(6): 2988-3001 (2022) - 2021
- [c8]R. Ramanathan, Nicolas K. Shinada, Michinobu Shimatani, Yuhei Yamaguchi, Junichi Tanaka, Yuta Iizuka, Sucheendra K. Palaniappan:
A Reciprocal Embedding Framework For Modelling Mutual Preferences. AAAI 2021: 15385-15392 - 2020
- [j7]Matthieu Pichené, Sucheendra K. Palaniappan, Eric Fabre, Blaise Genest:
Modeling Variability in Populations of Cells Using Approximated Multivariate Distributions. IEEE ACM Trans. Comput. Biol. Bioinform. 17(5): 1691-1702 (2020) - [c7]R. Ramanathan, Nicolas K. Shinada, Sucheendra K. Palaniappan:
Building a reciprocal recommendation system at scale from scratch: Learnings from one of Japan's prominent dating applications. RecSys 2020: 566-567
2010 – 2019
- 2019
- [r2]Ayako Yachie-Kinoshita, Sucheendra K. Palaniappan, Samik Ghosh:
Computational Systems Biology Applications. Encyclopedia of Bioinformatics and Computational Biology (3) 2019: 66-73 - [r1]Sucheendra K. Palaniappan, Ayako Yachie-Kinoshita, Samik Ghosh:
Computational Systems Biology. Encyclopedia of Bioinformatics and Computational Biology (2) 2019: 789-795 - 2017
- [j6]Sucheendra K. Palaniappan, François Bertaux, Matthieu Pichené, Eric Fabre, Grégory Batt, Blaise Genest:
Abstracting the dynamics of biological pathways using information theory: a case study of apoptosis pathway. Bioinform. 33(13): 1980-1986 (2017) - 2016
- [j5]Dagmar Waltemath, Jonathan R. Karr, Frank T. Bergmann, Vijayalakshmi Chelliah, Michael Hucka, Marcus Krantz, Wolfram Liebermeister, Pedro Mendes, Chris J. Myers, Pinar Pir, Begum Alaybeyoglu, Naveen K. Aranganathan, Kambiz Baghalian, Arne T. Bittig, Paulo E. Pinto Burke, Matteo Cantarelli, Yin Hoon Chew, Rafael S. Costa, Joseph Cursons, Tobias Czauderna, Arthur P. Goldberg, Harold F. Gómez, Jens Hahn, Tuure Hameri, Daniel F. Hernandez Gardiol, Denis Kazakiewicz, Ilya Kiselev, Vincent Knight-Schrijver, Christian Knüpfer, Matthias König, Daewon Lee, Audald Lloret-Villas, Nikita Mandrik, J. Kyle Medley, Bertrand Moreau, Hojjat Naderi-Meshkin, Sucheendra K. Palaniappan, Daniel Priego-Espinosa, Martin Scharm, Mahesh Sharma, Kieran Smallbone, Natalie J. Stanford, Je-Hoon Song, Tom Theile, Milenko Tokic, Namrata Tomar, Vasundra Touré, Jannis Uhlendorf, Thawfeek M. Varusai, Leandro H. Watanabe, Florian Wendland, Markus Wolfien, James T. Yurkovich, Yan Zhu, Argyris Zardilis, Anna Zhukova, Falk Schreiber:
Toward Community Standards and Software for Whole-Cell Modeling. IEEE Trans. Biomed. Eng. 63(10): 2007-2014 (2016) - [c6]Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh:
Measuring the State of the Art of Automated Pathway Curation Using Graph Algorithms - A Case Study of the mTOR Pathway. BioNLP@ACL 2016: 119-127 - [c5]Sucheendra K. Palaniappan, Matthieu Pichené, Grégory Batt, Eric Fabre, Blaise Genest:
A Look-Ahead Simulation Algorithm for DBN Models of Biochemical Pathways. HSB 2016: 3-19 - [i3]Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh:
Extracting Biological Pathway Models From NLP Event Representations. CoRR abs/1608.03764 (2016) - [i2]Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh:
Measuring the State of the Art of Automated Pathway Curation Using Graph Algorithms - A Case Study of the mTOR Pathway. CoRR abs/1608.03767 (2016) - 2015
- [c4]Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh:
Extracting Biological Pathway Models From NLP Event Representations. BioNLP@IJCNLP 2015: 42-51 - 2014
- [i1]Benjamin M. Gyori, Daniel Paulin, Sucheendra K. Palaniappan:
Probabilistic verification of partially observable dynamical systems. CoRR abs/1411.0976 (2014) - 2013
- [j4]Andrei Hagiescu, Bing Liu, R. Ramanathan, Sucheendra K. Palaniappan, Zheng Cui, Bipasa Chattopadhyay, P. S. Thiagarajan, Weng-Fai Wong:
GPU code generation for ODE-based applications with phased shared-data access patterns. ACM Trans. Archit. Code Optim. 10(4): 55:1-55:19 (2013) - [c3]Sucheendra K. Palaniappan, Benjamin M. Gyori, Bing Liu, David Hsu, P. S. Thiagarajan:
Statistical Model Checking Based Calibration and Analysis of Bio-pathway Models. CMSB 2013: 120-134 - 2012
- [j3]Bing Liu, Andrei Hagiescu, Sucheendra K. Palaniappan, Bipasa Chattopadhyay, Zheng Cui, Weng-Fai Wong, P. S. Thiagarajan:
Approximate probabilistic analysis of biopathway dynamics. Bioinform. 28(11): 1508-1516 (2012) - [j2]Chuan Hock Koh, Sucheendra K. Palaniappan, P. S. Thiagarajan, Limsoon Wong:
Improved statistical model checking methods for pathway analysis. BMC Bioinform. 13(S-17): S15 (2012) - [j1]Sucheendra K. Palaniappan, S. Akshay, Bing Liu, Blaise Genest, P. S. Thiagarajan:
A Hybrid Factored Frontier Algorithm for Dynamic Bayesian Networks with a Biopathways Application. IEEE ACM Trans. Comput. Biol. Bioinform. 9(5): 1352-1365 (2012) - [c2]Sucheendra K. Palaniappan, P. S. Thiagarajan:
Dynamic Bayesian Networks: A Factored Model of Probabilistic Dynamics. ATVA 2012: 17-25 - 2011
- [c1]Sucheendra K. Palaniappan, S. Akshay, Blaise Genest, P. S. Thiagarajan:
A hybrid factored frontier algorithm for dynamic Bayesian network models of biopathways. CMSB 2011: 35-44
Coauthor Index
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