Mathematical Principles of Topological and Geometric Data Analysis
This book explores and demonstrates how geometric tools can be used in data analysis. Beginning with a systematic exposition of the mathematical prerequisites, covering topics ranging from category theory to algebraic topology, Riemannian geometry, operator theory and network analysis, it goes on to...
-д хадгалсан:
| Үндсэн зохиолчид: | Joharinad, Parvaneh (Зохиогч), Jost, Jürgen (Зохиогч) |
|---|---|
| Байгууллагын зохиогч: | SpringerLink (Online service) |
| Формат: | Цахим Цахим ном |
| Хэл сонгох: | англи |
| Хэвлэсэн: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
|
| Хэвлэл: | 1st ed. 2023. |
| Цуврал: | Mathematics of Data,
2 |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://doi.org/10.1007/978-3-031-33440-5 |
| Шошгууд: |
Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
|
Ижил төстэй зүйлс
Topology: a first course /
-н: Munkres, James R.
Хэвлэсэн: (1975)
-н: Munkres, James R.
Хэвлэсэн: (1975)
General Topology
-н: Lipschutz, Seymour
Хэвлэсэн: (1965)
-н: Lipschutz, Seymour
Хэвлэсэн: (1965)
Topology
-н: Gupta, B. D.
Хэвлэсэн: (1993)
-н: Gupta, B. D.
Хэвлэсэн: (1993)
Topology
-н: Dugundji, James
-н: Dugundji, James
Advanced Computational Applications of Geometric Algebra First International Conference, ICACGA 2022, Denver, CO, USA, October 2-5, 2022, Proceedings /
Хэвлэсэн: (2024)
Хэвлэсэн: (2024)
Topology: an introduction with application
-н: McCarty, George
Хэвлэсэн: (1967)
-н: McCarty, George
Хэвлэсэн: (1967)
Advances in Machine Learning and Big Data Analytics II ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30 /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Topology and Geometry of Intersections of Ellipsoids in R^n
-н: López de Medrano, Santiago
Хэвлэсэн: (2023)
-н: López de Medrano, Santiago
Хэвлэсэн: (2023)
Essays on Topology Dedicated to Valentin Poénaru /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
A Text Book on Topology
-н: Aggarwal, R. S.
Хэвлэсэн: (1997)
-н: Aggarwal, R. S.
Хэвлэсэн: (1997)
Advances in Neural Data Science Data Research Camp 2022, Venice, Italy, July 12–15 /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Elements of general topology
-н: HU, Sze-Tsen
Хэвлэсэн: (1964)
-н: HU, Sze-Tsen
Хэвлэсэн: (1964)
Principles of Machine Learning The Three Perspectives /
-н: Wang, Wenmin
Хэвлэсэн: (2025)
-н: Wang, Wenmin
Хэвлэсэн: (2025)
Handbook of Geometry and Topology of Singularities IV
Хэвлэсэн: (2023)
Хэвлэсэн: (2023)
A Basic Course in Topology
-н: Laures, Gerd, зэрэг
Хэвлэсэн: (2025)
-н: Laures, Gerd, зэрэг
Хэвлэсэн: (2025)
Lecture notes on elementary topology and geometry
-н: Singer, I.M
Хэвлэсэн: (1967)
-н: Singer, I.M
Хэвлэсэн: (1967)
Bernhard Riemann — On the Hypotheses Which Lie at the Bases of Geometry
-н: Jost, Jürgen
Хэвлэсэн: (2025)
-н: Jost, Jürgen
Хэвлэсэн: (2025)
Advances in Multidisciplinary Analysis and Optimization Proceedings of the 4th National Conference on Multidisciplinary Analysis and Optimization /
Хэвлэсэн: (2023)
Хэвлэсэн: (2023)
Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part II /
Хэвлэсэн: (2023)
Хэвлэсэн: (2023)
Trustworthy Machine Learning for Healthcare First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings /
Хэвлэсэн: (2023)
Хэвлэсэн: (2023)
Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part IV /
Хэвлэсэн: (2023)
Хэвлэсэн: (2023)
Probability and Statistics for Machine Learning A Textbook /
-н: Aggarwal, Charu C.
Хэвлэсэн: (2024)
-н: Aggarwal, Charu C.
Хэвлэсэн: (2024)
Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part I /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part II /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part VIII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXVIII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXX /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXVI /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part X /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part IX /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part IV /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part V /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXXIII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part I /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part II /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part VI /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XIII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXIII /
Хэвлэсэн: (2025)
Хэвлэсэн: (2025)
Ижил төстэй зүйлс
-
Topology: a first course /
-н: Munkres, James R.
Хэвлэсэн: (1975) -
General Topology
-н: Lipschutz, Seymour
Хэвлэсэн: (1965) -
Topology
-н: Gupta, B. D.
Хэвлэсэн: (1993) -
Topology
-н: Dugundji, James -
Advanced Computational Applications of Geometric Algebra First International Conference, ICACGA 2022, Denver, CO, USA, October 2-5, 2022, Proceedings /
Хэвлэсэн: (2024)