Sucheendra K. Palaniappan

According to our database, Sucheendra K. Palaniappan authored at least 22 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Link prediction for hypothesis generation: an active curriculum learning infused temporal graph-based approach.

Uchenna Akujuobi, Priyadarshini Kumari, Jihun Choi, Samy Badreddine, Kana Maruyama, Sucheendra K. Palaniappan, Tarek R. Besold

Artif. Intell. Rev., September, 2024

2023

Leveraging pre-trained language models for mining microbiome-disease relationships.

Nikitha Karkera, Sathwik Acharya, Sucheendra K. Palaniappan

BMC Bioinform., December, 2023

T-PAIR: Temporal Node pair Embedding for Automatic Biomedical Hypothesis Generation (Extended abstract).

Uchenna Akujuobi, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

T-PAIR: Temporal Node-Pair Embedding for Automatic Biomedical Hypothesis Generation.

Uchenna Akujuobi, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang

IEEE Trans. Knowl. Data Eng., 2022

2021

A Reciprocal Embedding Framework For Modelling Mutual Preferences.

R. Ramanathan, Nicolas K. Shinada, Michinobu Shimatani, Yuhei Yamaguchi, Junichi Tanaka, Yuta Iizuka, Sucheendra K. Palaniappan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Modeling Variability in Populations of Cells Using Approximated Multivariate Distributions.

Matthieu Pichené, Sucheendra K. Palaniappan, Eric Fabre, Blaise Genest

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Building a reciprocal recommendation system at scale from scratch: Learnings from one of Japan's prominent dating applications.

R. Ramanathan, Nicolas K. Shinada, Sucheendra K. Palaniappan

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

2019

Computational Systems Biology Applications.

Ayako Yachie-Kinoshita, Sucheendra K. Palaniappan, Samik Ghosh

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

Computational Systems Biology.

Sucheendra K. Palaniappan, Ayako Yachie-Kinoshita, Samik Ghosh

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 2, 2019

2017

Abstracting the dynamics of biological pathways using information theory: a case study of apoptosis pathway.

Sucheendra K. Palaniappan, François Bertaux, Matthieu Pichené, Eric Fabre, Grégory Batt, Blaise Genest

Bioinform., 2017

2016

Toward Community Standards and Software for Whole-Cell Modeling.

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

IEEE Trans. Biomed. Eng., 2016

A Look-Ahead Simulation Algorithm for DBN Models of Biochemical Pathways.

Sucheendra K. Palaniappan, Matthieu Pichené, Grégory Batt, Eric Fabre, Blaise Genest

Proceedings of the Hybrid Systems Biology - 5th International Workshop, 2016

Measuring the State of the Art of Automated Pathway Curation Using Graph Algorithms - A Case Study of the mTOR Pathway.

Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh

Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

2015

Extracting Biological Pathway Models From NLP Event Representations.

Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh

Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

2014

Probabilistic verification of partially observable dynamical systems.

Benjamin M. Gyori, Daniel Paulin, Sucheendra K. Palaniappan

CoRR, 2014

2013

GPU code generation for ODE-based applications with phased shared-data access patterns.

Andrei Hagiescu, Bing Liu, R. Ramanathan, Sucheendra K. Palaniappan, Zheng Cui, Bipasa Chattopadhyay, P. S. Thiagarajan, Weng-Fai Wong

ACM Trans. Archit. Code Optim., 2013

Statistical Model Checking Based Calibration and Analysis of Bio-pathway Models.

Sucheendra K. Palaniappan, Benjamin M. Gyori, Bing Liu, David Hsu, P. S. Thiagarajan

Proceedings of the Computational Methods in Systems Biology, 2013

2012

A Hybrid Factored Frontier Algorithm for Dynamic Bayesian Networks with a Biopathways Application.

Sucheendra K. Palaniappan, S. Akshay, Bing Liu, Blaise Genest, P. S. Thiagarajan

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Improved statistical model checking methods for pathway analysis.

Chuan Hock Koh, Sucheendra K. Palaniappan, P. S. Thiagarajan, Limsoon Wong

BMC Bioinform., 2012

Approximate probabilistic analysis of biopathway dynamics.

Bing Liu, Andrei Hagiescu, Sucheendra K. Palaniappan, Bipasa Chattopadhyay, Zheng Cui, Weng-Fai Wong, P. S. Thiagarajan

Bioinform., 2012

Dynamic Bayesian Networks: A Factored Model of Probabilistic Dynamics.

Sucheendra K. Palaniappan, P. S. Thiagarajan

Proceedings of the Automated Technology for Verification and Analysis, 2012

2011

A hybrid factored frontier algorithm for dynamic Bayesian network models of biopathways.

Sucheendra K. Palaniappan, S. Akshay, Blaise Genest, P. S. Thiagarajan

Proceedings of the Computational Methods in Systems Biology, 9th International Conference, 2011