Data Analysis and Optimization Research Lab (DataOpt Lab) is a unit specializing in research, using advanced techniques of Mathematics and Computer Science, to develop data analysis methods efficiency and optimization of the decision-making process.
Academic research in the field of Data Science and Optimization: reading scientific articles, attending and writing articles for seminars and specialized academic journals.
Gathering researchers, lecturers and students with a common passion for Data Science and Optimization.
Cooperate with domestic and foreign businesses and organizations to apply research results into practice.
Algorithms for Big Data processing.
Computational complexity.
Approximation Algorithms.
Combinatorial Optimization.
Here, we share a list of leading journals/conferences in the field in which our Lab operates and which are the targets of the Lab's research products. The list is divided into three levels: Tier 1 (the highest level), Tier 2, and Tier 3, based on our assessment of the quality of the journals.
Tier | Journal and Conferences |
|---|---|
Tier 1 | Annals of Operations Research |
| European Journal of Operational Research | |
| Artificial Intelligence | |
| Journal of Artificial Intelligence Research | |
Tier 2 | Journal of Big Data |
| IEEE Transactions on Big Data | |
| The Association for the Advancement of Artificial Intelligence (AAAI) | |
| International Joint Conferences on Artificial Intelligence (IJCAI) | |
| The International Conference on Machine Learning (ICML) | |
| Annual Conference on Neural Information Processing Systems (NeurIPS) | |
| International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | |
| Autonomous Agents and Multi-Agent Systems | |
| Discrete Applied Mathematics | |
| Operations Research Letters | |
Tier 3 | Theoretical Computer Science |
| Optimzation letters | |
| Journal of Global Optimization | |
| International Journal of Data Science and Analytics | |
| European Conference on Artificial Intelligence (ECAI) | |
| International Symposium on Algorithms and Computation (ISAAC) | |
| International Symposium on Mathematical Foundations of Computer Science (MFCS) |
Updating