Inferring anatomical therapeutic chemical (ATC) class of drugs using shortest path and random walk with restart algorithms

A scalable random walk with restart on heterogeneous networks with Apache Spark for ranking disease-related genes through type-II fuzzy data fusion

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2021.103688 ◽

2021 ◽

Vol 115 ◽

pp. 103688

Author(s):

Mehdi Joodaki ◽

Nasser Ghadiri ◽

Zeinab Maleki ◽

Maryam Lotfi Shahreza

Keyword(s):

Random Walk ◽

Data Fusion ◽

Heterogeneous Networks ◽

Apache Spark ◽

Fuzzy Data ◽

Type Ii ◽

Disease Related Genes

2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS) ◽

Directed Graph-based Researcher Recommendation by Random Walk with Restart and Cosine Similarity

10.1109/scisisis50064.2020.9322700 ◽

2020 ◽

Author(s):

Kanta Nakamura ◽

Kazushi Okamoto

Keyword(s):

Random Walk ◽

Directed Graph ◽

Cosine Similarity ◽

Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ◽

A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network

10.1145/3341161.3343514 ◽

2019 ◽

Author(s):

Hüseyin Vural ◽

Mehmet Kaya ◽

Reda Alhajj

Keyword(s):

Random Walk ◽

Heterogeneous Network ◽

Model Based ◽

Disease Associations

Optimized Random Walk with Restart for Recommendation Systems

Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-18305-9_26 ◽

2019 ◽

pp. 320-332 ◽

Cited By ~ 1

Author(s):

Seyyed Mohammadreza Rahimi ◽

Rodrigo Augusto de Oliveira e Silva ◽

Behrouz Far ◽

Xin Wang

Keyword(s):

Random Walk ◽

Recommendation Systems ◽

Improving image retrieval effectiveness via random walk with restart

Optical Engineering ◽

10.1117/1.3027481 ◽

2008 ◽

Vol 47 (11) ◽

pp. 117003 ◽

Cited By ~ 3

Author(s):

Songhao Zhu

Keyword(s):

Random Walk ◽

Image Retrieval ◽

Retrieval Effectiveness

Fast Random Walk with Restart and Its Applications

Sixth International Conference on Data Mining (ICDM'06) ◽

10.1109/icdm.2006.70 ◽

2006 ◽

Cited By ~ 367

Author(s):

Hanghang Tong ◽

Christos Faloutsos ◽

Jia-yu Pan

Keyword(s):

Random Walk ◽

2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) ◽

Multi-label Classification Using Random Walk with Restart

10.1109/cyberc.2017.84 ◽

2017 ◽

Author(s):

Jinhong Liu ◽

Juan Yang

Keyword(s):

Random Walk ◽

Hidden Smile Correlation Discovery Across Subjects Using Random Walk with Restart

IEEE Transactions on Affective Computing ◽

10.1109/taffc.2017.2774278 ◽

2019 ◽

Vol 10 (1) ◽

pp. 76-84

Author(s):

Haotian Jiang ◽

Mustafa Coskun ◽

Alaa Badokhon ◽

Menghan Liu ◽

Ming-Chun Huang

Keyword(s):

Random Walk ◽

Random walk with restart: A powerful network propagation algorithm in Bioinformatics field

2017 4th NAFOSTED Conference on Information and Computer Science ◽

10.1109/nafosted.2017.8108071 ◽

2017 ◽

Cited By ~ 1

Author(s):

Duc-Hau Le

Keyword(s):

Random Walk ◽

Propagation Algorithm ◽

Network Propagation

Fast Random Walk with Restart over a Signed Graph

The Journal of Society for e-Business Studies ◽

10.7838/jsebs.2015.20.2.155 ◽

2015 ◽

Vol 20 (2) ◽

pp. 155-166

Author(s):

Jaeseok Myung ◽

Junho Shim ◽

Bomil Suh

Keyword(s):

Random Walk ◽

Signed Graph ◽