Zobrazeno 1 - 10
of 36
pro vyhledávání: '"Saket Sathe"'
Publikováno v:
Knowledge and Information Systems. 63:675-694
Spectral clustering is one of the most popular modern clustering algorithms. It is easy to implement, can be solved efficiently, and very often outperforms other traditional clustering algorithms such as k-means. However, spectral clustering could be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d5b354df08f48458c02c4489ea6856ce
https://doi.org/10.1007/s10115-020-01530-8
https://doi.org/10.1007/s10115-020-01530-8
Publikováno v:
ACM SIGKDD Explorations Newsletter. 21:23-38
Deep learning methods have found increasing interest in recent years because of their wide applicability for prediction and inference in numerous disciplines such as image recognition, natural language processing, and speech recognition. Computationa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::80567ef91d61bb4bea3002d42eb64074
https://doi.org/10.1145/3373464.3373471
https://doi.org/10.1145/3373464.3373471
Autor:
Shibban K Kaul, Piyush Singhania, Nitin Joshi, Sanish Shringarpure, Nandkishor Raut, Saket Sathe, Chander P Puri, Niraj Tiwari
Publikováno v:
MGM Journal of Medical Sciences. 4:1-5
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0811b4580f13cdb6184318b3580c77cb
https://doi.org/10.5005/jp-journals-10036-1128
https://doi.org/10.5005/jp-journals-10036-1128
Autor:
Saket Sathe, Charu C. Aggarwal
Publikováno v:
ICDM
Recent experimental studies have shown that the support vector machine and the random forest are "stand out" models that outperform most other supervised learning methods in benchmarked evaluations on real-world data sets. Studies have also establish
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ebf40000b25f3d4c967b4603aaa5b861
https://doi.org/10.1109/icdm.2019.00164
https://doi.org/10.1109/icdm.2019.00164
Publikováno v:
ICDM
Spectral clustering is one of the most popular modern clustering algorithms. It is easy to implement, can be solved efficiently, and very often outperforms other traditional clustering algorithms such as k-means. However, pectral clustering would be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f53fe6a986b894259b97f666ffba852d
https://doi.org/10.1109/icdm.2019.00027
https://doi.org/10.1109/icdm.2019.00027
Publikováno v:
ACM SIGKDD Explorations Newsletter. 17:24-36
The significant adoption of solar photovoltaic (PV) systems in both commercial and residential sectors has spurred an interest in monitoring the performance of these systems. This is facilitated by the increasing availability of regularly logged PV p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2edc6ea99c4e52dbd3b92a993016ab5a
https://doi.org/10.1145/2897350.2897354
https://doi.org/10.1145/2897350.2897354
Autor:
Chander P Puri, Nitin Joshi, Saket Sathe, Shibban K Kaul, Niraj Tiwari, Sanish Shringarpure, Nandkishor Raut, Piyush Singhania
Publikováno v:
MGM Journal of Medical Sciences. 4:97-99
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e7fc90733cbf01b042a0a79b2b96eded
https://doi.org/10.5005/jp-journals-10036-1147
https://doi.org/10.5005/jp-journals-10036-1147
Autor:
Charu C. Aggarwal, Saket Sathe
This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it covers the techniques with which such methods can be made more effective. A fo
Publikováno v:
ICDM
Singular value decomposition (SVD) has been used widely in the literature to recover the missing entries of a matrix. The basic principle in such methods is to assume that the correlated data is distributed with a low-rank structure. The knowledge of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8a19bce85c200cb6f3e0280411be3b53
https://doi.org/10.1109/icdm.2017.138
https://doi.org/10.1109/icdm.2017.138
Publikováno v:
ISGT Europe
Rising electricity prices alongside an increasing environmental awareness have sparked numerous initiatives from consumers to adopt clean energy resources. Additionally, consumers have begun to take a more proactive role in their own electricity gene
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::56b1a8a4e9b81b0de298c3335d00109b
https://doi.org/10.1109/isgteurope.2017.8260150
https://doi.org/10.1109/isgteurope.2017.8260150