| Explainable artificial intelligence (XAI) to enhance trust management in intrusion detection systems using decision tree model B Mahbooba, M Timilsina, R Sahal, M Serrano Complexity 2021 (1), 6634811, 2021 | 279 | 2021 |
| Discovering symptom patterns of COVID-19 patients using association rule mining M Tandan, Y Acharya, S Pokharel, M Timilsina Computers in biology and medicine 131, 104249, 2021 | 118 | 2021 |
| Discovering links between side effects and drugs using a diffusion based method M Timilsina, M Tandan, M d’Aquin, H Yang Scientific reports 9 (1), 10436, 2019 | 39 | 2019 |
| Semi-supervised regression using diffusion on graphs M Timilsina, A Figueroa, M d’Aquin, H Yang Applied Soft Computing 104, 107188, 2021 | 30 | 2021 |
| Machine learning–assisted recurrence prediction for patients with early-stage non–small-cell lung cancer A Janik, M Torrente, L Costabello, V Calvo, B Walsh, C Camps, ... JCO Clinical Cancer Informatics 7, e2200062, 2023 | 19 | 2023 |
| Role of patient descriptors in predicting antimicrobial resistance in urinary tract infections using a decision tree approach: a retrospective cohort study M Tandan, M Timilsina, M Cormican, A Vellinga International journal of medical informatics 127, 127-133, 2019 | 18 | 2019 |
| Predicting links between tumor samples and genes using 2-Layered graph based diffusion approach M Timilsina, H Yang, R Sahay, D Rebholz-Schuhmann BMC bioinformatics 20, 1-20, 2019 | 17 | 2019 |
| Towards Predicting Academic Impact from Mainstream News and Weblogs: A Heterogenous Graph Based Approach M Timilsina, B Davis, M Taylor, C Hayes 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016 | 16 | 2016 |
| Social impact assessment of scientist from mainstream news and weblogs M Timilsina, W Khawaja, B Davis, M Taylor, C Hayes Social Network Analysis and Mining 7, 1-15, 2017 | 15 | 2017 |
| On predicting recurrence in early stage non-small cell lung cancer SK Mohamed, B Walsh, M Timilsina, M Torrente, F Franco, M Provencio, ... AMIA Annual Symposium Proceedings 2021, 853, 2022 | 13 | 2022 |
| What identifies different age cohorts in Yahoo! Answers? A Figueroa, M Timilsina Knowledge-Based Systems 228, 107278, 2021 | 10 | 2021 |
| Predicting citations from mainstream news, weblogs and discussion forums M Timilsina, B Davis, M Taylor, C Hayes Proceedings of the international conference on web intelligence, 237-244, 2017 | 10 | 2017 |
| Synergy Between Embedding and Protein Functional Association Networks for Drug Label Prediction using Harmonic Function M Timilsina, DP Mc Kernan, H Yang, M D'Aquin IEEE/ACM transactions on computational biology and bioinformatics, 2020 | 7 | 2020 |
| Heat diffusion approach for scientific impact analysis in social media M Timilsina, M d’Aquin, H Yang Social Network Analysis and Mining 9, 1-13, 2019 | 7 | 2019 |
| Explaining customer churn prediction in telecom industry using tabular machine learning models SS Poudel, S Pokharel, M Timilsina Machine Learning with Applications 17, 100567, 2024 | 6 | 2024 |
| Machine learning approaches for predicting the onset time of the adverse drug events in oncology M Timilsina, M Tandan, V Nováček Machine Learning with Applications 9, 100367, 2022 | 6 | 2022 |
| Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings S Buosi, M Timilsina, A Janik, L Costabello, M Torrente, M Provencio, ... Expert Systems with Applications 235, 121127, 2024 | 5 | 2024 |
| Knowledge Graphs, Clinical Trials, Dataspace, and AI: Uniting for Progressive Healthcare Innovation M Timilsina, S Alsamhi, R Haque, C Judge, E Curry 2023 IEEE International Conference on Big Data (BigData), 4997-5006, 2023 | 5 | 2023 |
| A diffusion-based method for entity search P Torres-Tramón, M Timilsina, C Hayes 2019 IEEE 13th International Conference on Semantic Computing (ICSC), 16-23, 2019 | 5 | 2019 |
| Integration of clinical information and imputed aneuploidy scores to enhance relapse prediction in early stage lung cancer patients M Timilsina, S Buosi, D Fey, A Janik, M Torrente, M Provencio, AC Bermu, ... AMIA Annual Symposium Proceedings 2022, 1062, 2023 | 4 | 2023 |
