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2020 – today
- 2024
[c16]Hajar Emami-Gohari
, Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos:
Modality-aware Transformer for Financial Time series Forecasting. ICAIF 2024: 677-685- [i7]Mayank Mishra, Matt Stallone, Gaoyuan Zhang, Yikang Shen, Aditya Prasad, Adriana Meza Soria, Michele Merler, Parameswaran Selvam, Saptha Surendran, Shivdeep Singh, Manish Sethi, Xuan-Hong Dang, Pengyuan Li, Kun-Lung Wu, Syed Zawad, Andrew Coleman, Matthew White, Mark Lewis, Raju Pavuluri, Yan Koyfman, Boris Lublinsky, Maximilien de Bayser, Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Yi Zhou, Chris Johnson, Aanchal Goyal, Hima Patel, S. Yousaf Shah, Petros Zerfos, Heiko Ludwig, Asim Munawar, Maxwell Crouse, Pavan Kapanipathi, Shweta Salaria, Bob Calio, Sophia Wen, Seetharami Seelam, Brian Belgodere, Carlos A. Fonseca, Amith Singhee, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda:
Granite Code Models: A Family of Open Foundation Models for Code Intelligence. CoRR abs/2405.04324 (2024) - [i6]David Wood, Boris Lublinsky, Alexy Roytman, Shivdeep Singh, Abdulhamid Adebayo, Revital Eres, Mohammad Nassar, Hima Patel, S. Yousaf Shah, Constantin Adam, Petros Zerfos, Nirmit Desai, Daiki Tsuzuku, Takuya Goto, Michele Dolfi, Saptha Surendran, Paramesvaran Selvam, Sungeun An, Yuan Chi Chang, Dhiraj Joshi, Hajar Emami-Gohari, Xuan-Hong Dang, Yan Koyfman, Shahrokh Daijavad:
Data-Prep-Kit: getting your data ready for LLM application development. CoRR abs/2409.18164 (2024) - 2023
- [i5]Hajar Emami, Xuan-Hong Dang, S. Yousaf Shah, Petros Zerfos:
Modality-aware Transformer for Time series Forecasting. CoRR abs/2310.01232 (2023) - 2021
- [c15]Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos:
AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference 2021: 2584-2596 - [i4]Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos:
AutoAI-TS: AutoAI for Time Series Forecasting. CoRR abs/2102.12347 (2021) - 2020
- [c14]Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam:
FLOps: On Learning Important Time Series Features for Real-Valued Prediction. IEEE BigData 2020: 1624-1633 - [c13]Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos:
"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering. IJCAI 2020: 4597-4603
2010 – 2019
- 2019
- [c12]Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos:
seq2graph: Discovering Dynamic Non-linear Dependencies from Multivariate Time Series. IEEE BigData 2019: 1774-1783 - [i3]Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos:
"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering. CoRR abs/1912.10858 (2019) - 2018
- [c11]Syed Yousaf Shah, Xuan-Hong Dang, Petros Zerfos:
Root Cause Detection using Dynamic Dependency Graphs from Time Series Data. IEEE BigData 2018: 1998-2003 - [i2]Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos:
seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention. CoRR abs/1812.04448 (2018) - 2017
- [c10]Syed Yousaf Shah, Zengwen Yuan, Songwu Lu, Petros Zerfos:
Dependency analysis of cloud applications for performance monitoring using recurrent neural networks. IEEE BigData 2017: 1534-1543 - 2016
- [j2]Syed Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos, Christopher Gibson:
Towards Relevancy Aware Service Oriented Systems in WSNs. IEEE Trans. Serv. Comput. 9(2): 304-316 (2016) - [c9]Syed Yousaf Shah, Brent Paulovicks, Petros Zerfos:
Data-at-rest security for spark. IEEE BigData 2016: 1464-1473 - 2014
- [b1]S. Yousaf Shah:
Dynamic management of network systems. Rensselaer Polytechnic Institute, USA, 2014 - [c8]S. Yousaf Shah, Boleslaw K. Szymanski:
Dynamic Policy Enforcement Using Restriction Set Theoretic Expressions (RSTE). MILCOM 2014: 198-203 - 2013
- [c7]S. Yousaf Shah, Boleslaw K. Szymanski:
Price based routing for event driven prioritized traffic in wireless sensor networks. NSW 2013: 1-8 - [c6]S. Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos, Chatschik Bisdikian, Christopher Gibson, Dominic Harries:
Autonomous configuration of spatially aware sensor services in service oriented WSNs. PerCom Workshops 2013: 312-314 - [c5]Konstantin Kuzmin, S. Yousaf Shah, Boleslaw K. Szymanski:
Parallel Overlapping Community Detection with SLPA. SocialCom 2013: 204-212 - 2012
- [j1]Sahin Cem Geyik, S. Yousaf Shah, Boleslaw K. Szymanski, Sanmay Das, Petros Zerfos:
Market mechanisms for resource allocation in pervasive sensor applications. Pervasive Mob. Comput. 8(3): 346-357 (2012) - [c4]Raheleh Dimaghani, Sahin Cem Geyik, Keith Grueneberg, Jorge Lobo, S. Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos:
Policy-Aware Service Composition in Sensor Networks. IEEE SCC 2012: 186-193 - [c3]S. Yousaf Shah, Boleslaw K. Szymanski:
Transient traffic congestion control with Traveling Auctions. PerCom Workshops 2012: 14-19 - 2011
- [c2]Boleslaw K. Szymanski, S. Yousaf Shah, Sahin Cem Geyik, Sanmay Das, Meenal Chhabra, Petros Zerfos:
Market mechanisms for Value of Information driven resource allocation in Sensor Networks. PerCom Workshops 2011: 20-25
2000 – 2009
- 2005
- [c1]Arshad Ali, Ashiq Anjum, Tahir Azim, Julian J. Bunn, Saima Iqbal, Richard McClatchey, Harvey B. Newman, S. Yousaf Shah, Tony Solomonides, Conrad Steenberg, Michael Thomas, Frank van Lingen, Ian Willers:
Heterogeneous Relational Databases for a Grid-Enabled Analysis Environment. ICPP Workshops 2005: 34-41 - [i1]Arshad Ali, Ashiq Anjum, Tahir Azim, Julian J. Bunn, Saima Iqbal, Richard McClatchey, Harvey B. Newman, S. Yousaf Shah, Tony Solomonides, Conrad Steenberg, Michael Thomas, Frank van Lingen, Ian Willers:
Heterogeneous Relational Databases for a Grid-enabled Analysis Environment. CoRR abs/cs/0504034 (2005)
Coauthor Index
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