Ali Shakouri

34 papers C 5Misc 1Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Instance camera focus prediction for crystal agglomeration classification.
CoRR
Xiaoyu Ji, Chenhao Zhang, Tyler James Downard, Zoltan Nagy, Ali Shakouri, Fengqing Zhu
2025 J jnl
Confidence-aware agglomeration classification and segmentation of 2D microscopic food crystal images.
CoRR
Xiaoyu Ji, Ali Shakouri, Fengqing Zhu
2025 J jnl
Empowering Manufacturers with Privacy-Preserving AI Tools: A Case Study in Privacy-Preserving Machine Learning to Solve Real-World Problems.
CoRR
Xiaoyu Ji, Jessica Shorland, Joshua Shank, Pascal Delpe-Brice, Latanya Sweeney, Jan P. Allebach, Ali Shakouri
2025 J jnl
Real-time monitoring of fertilizer runoff at the watershed scale using a low-cost solar-powered Lego-like electrochemical water quality monitoring system.
Comput. Electron. Agric.
Muhammad Masud Rana, Sarath Gopalakrishnan, Akshay Krishnakumar, Sotoudeh Sedaghat, Devendra Sarnaik, Amin Zareei, Michael Douglas Ruffatti, Spencer Hagaman, Jason Lehto, Ali Shakouri, Shalamar Armstrong, Rahim Rahimi
2024 C conf
Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data.
INDIN
Mir Imtiaz Mostafiz, Eunseob Kim, Adrian Shuai Li, Elisa Bertino, Martin Byung-Guk Jun, Ali Shakouri
2024 J jnl
Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data.
CoRR
Mir Imtiaz Mostafiz, Eunseob Kim, Adrian Shuai Li, Elisa Bertino, Martin Byung-Guk Jun, Ali Shakouri
2024 C conf
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control.
MMSP
Xiaoyu Ji, Jan P. Allebach, Ali Shakouri, Fengqing Zhu
2024 J jnl
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control.
CoRR
Xiaoyu Ji, Jan P. Allebach, Ali Shakouri, Fengqing Zhu
2023 — conf
Active learning approaches to analysis of thin-film printed sensors for determining nitrate levels in soil.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Xihui Wang, Ali Shakouri, Bruno Ribeiro, George T.-C. Chiu, Jan P. Allebach
2023 J jnl
An Open Dataset of Sensor Data from Soil Sensors and Weather Stations at Production Farms.
CoRR
Charilaos Mousoulis, Pengcheng Wang, Nguyen Luu Do, Jose Fernando Waimin, Nithin Raghunathan, Rahim Rahimi, Ali Shakouri, Saurabh Bagchi
2023 J jnl
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets.
Sensors
Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, Nithin Raghunathan, Ali Shakouri, John W. Sutherland, Saurabh Bagchi
2022 — conf
Improvements to color image and machine learning based thin-film nitrate sensor performance prediction: New texture features, repeated cross-validation, and auto-tuning of hyperparameters.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Xihui Wang, Ye Mi, Ali Shakouri, George T.-C. Chiu, Jan P. Allebach
2022 J jnl
Steady-State and Transient Performance of Ion-Sensitive Electrodes Suitable for Wearable and Implantable Electro-Chemical Sensing.
IEEE Trans. Biomed. Eng.
Xin Jin, Ajanta Saha, Hongjie Jiang, Muhammed Ramazan Oduncu, Qingyu Yang, Sotoudeh Sedaghat, Kerry Maize, Jan P. Allebach, Ali Shakouri, Nicholas Glassmaker, Alexander Wei, Rahim Rahimi, Muhammad Ashraful Alam
2022 — conf
Thermal Studies of BEOL-compatible Top-Gated Atomically Thin ALD In2O3 FETs.
VLSI Technology and Circuits
Pai-Ying Liao, Sami Alajlouni, Mengwei Si, Zhuocheng Zhang, Zehao Lin, Jinhyun Noh, Calista Wilk, Ali Shakouri, Peide D. Ye
2021 — conf
Adaptive Learning-based Method for Nitrate Sensor Quality Assessment in On-line Scenarios.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Qingyu Yang, Kerry Maize, Ye Mi, George Chiu, Ali Shakouri, Jan P. Allebach
2021 J jnl
Context-Aware Collaborative Intelligence With Spatio-Temporal In-Sensor-Analytics for Efficient Communication in a Large-Area IoT Testbed.
IEEE Internet Things J.
Baibhab Chatterjee, Dong-Hyun Seo, Shramana Chakraborty, Shitij Avlani, Xiaofan Jiang, Heng Zhang, Mustafa Abdallah, Nithin Raghunathan, Charilaos Mousoulis, Ali Shakouri, Saurabh Bagchi, Dimitrios Peroulis, Shreyas Sen
2021 J jnl
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications.
IEEE Internet Things J.
Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
2021 — conf
Thin-film Nitrate Sensor Performance Prediction Based on Preprocessed Sensor Images.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Xihui Wang, Kerry Maize, Ye Mi, Ali Shakouri, George T.-C. Chiu, Jan P. Allebach
2020 J jnl
Context-Aware Collaborative-Intelligence with Spatio-Temporal In-Sensor-Analytics for Efficient Communication in a Large-Area IoT Testbed.
CoRR
Baibhab Chatterjee, Dong-Hyun Seo, Shramana Chakraborty, Shitij Avlani, Xiaofan Jiang, Heng Zhang, Mustafa Abdallah, Nithin Raghunathan, Charilaos Mousoulis, Ali Shakouri, Saurabh Bagchi, Dimitrios Peroulis, Shreyas Sen
2020 J jnl
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications.
CoRR
Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
2019 — conf
Ultra-fast Thermoreflectance Imaging for Electronic, Optoelectronic, and Thermal Devices.
BCICTS
Je-Hyeong Bahk, Ali Shakouri
2016 J jnl
Computational simulations as virtual laboratories for online engineering education: A case study in the field of thermoelectricity.
Comput. Appl. Eng. Educ.
Maria del Rosario Uribe, Alejandra J. Magana, Je-Hyeong Bahk, Ali Shakouri
2014 J jnl
Minimizing thermally induced interfacial shearing stress in a thermoelectric module with low fractional area coverage.
Microelectron. J.
Amirkoushyar Ziabari, Ephraim Suhir, Ali Shakouri
2014 J jnl
Power Blurring: Fast Static and Transient Thermal Analysis Method for Packaged Integrated Circuits and Power Devices.
IEEE Trans. Very Large Scale Integr. Syst.
Amirkoushyar Ziabari, Je-Hyoung Park, Ehsan K. Ardestani, Jose Renau, Sung-Mo Kang, Ali Shakouri
2013 C conf
A retrospective study of a personal energy audit assignment in a renewable energy sources course.
FIE
Oxana Pantchenko, Michael Isaacson, Ali Shakouri
2013 C conf
An online simulator for thermoelectric cooling and power generation.
FIE
Je-Hyeong Bahk, Megan Youngs, Kazuaki Yazawa, Ali Shakouri, Oxana Pantchenko
2011 C conf
Work in progress - Enhancing students learning through instructional videos during hands-on laboratories on renewable energy sources.
FIE
Oxana Pantchenko, Shehba Shahab, Daniel Tate, Philippe Matteini, Michael Isaacson, Ali Shakouri
2009 Misc conf
Microscale and Nanoscale Thermal Characterization of Integrated Circuit Chips.
VTS
Bernard Courtois, Ali Shakouri
2008 J jnl
A comparison of thin film microrefrigerators based on Si/SiGe superlattice and bulk SiGe.
Microelectron. J.
Younès Ezzahri, G. Zeng, K. Fukutani, Zhixi Bian, Ali Shakouri
2008 — conf
Fast Evaluation Method for Transient Hot Spots in VLSI ICs in Packages.
ISQED
Je-Hyoung Park, Ali Shakouri, Sung-Mo Kang
2006 J jnl
Nanoscale Thermal Transport and Microrefrigerators on a Chip.
Proc. IEEE
Ali Shakouri
2005 J jnl
Educational Applets for active learning in properties of electronic materials.
IEEE Trans. Educ.
Jessica Masters, Tara M. Madhyastha, Ali Shakouri
2004 J jnl
Thermal measurements of active semiconductor micro-structures acquired through the substrate using near IR thermoreflectance.
Microelectron. J.
James Christofferson, Ali Shakouri
2002 — conf
A statistical analysis of diffraction-limited imaging.
ICIP (1)
Peyman Milanfar, Ali Shakouri