Baris Aksanli - RankMe

86 papers A* 3A 9B 2C 10Misc 3Journal 26Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Efficient and Robust Multivariate Time Series Classification with Hyperdimensional Computing. ISNCC Aaron Tartz, Baris Aksanli
2025	J	`jnl`	ReLATE+: Unified Framework for Adversarial Attack Detection, Classification, and Resilient Model Selection in Time-Series Classification. CoRR Cagla Ipek Kocal, Onat Güngör, Tajana Rosing, Baris Aksanli
2025	Misc	`conf`	ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks. CSR Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025	J	`jnl`	ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks. CoRR Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025	J	`jnl`	Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2024	Misc	`conf`	A CSR Onat Güngör, Tajana Rosing, Baris Aksanli
2024	J	`jnl`	Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli
2024	A	`conf`	HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks. ICCAD Fatemeh Asgarinejad, Flavio Ponzina, Onat Güngör, Tajana Rosing, Baris Aksanli
2024	C	`conf`	HyperECG: ECG Signal Inference From Radar With Hyperdimensional Computing. BIBE Matilda Gaddi, Flavio Ponzina, Fatemeh Asgarinejad, Baris Aksanli, Tajana Rosing
2024	J	`jnl`	Optimized Early Prediction of Business Processes with Hyperdimensional Computing. Inf. Fatemeh Asgarinejad, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli
2024	B	`conf`	PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2024	A	`conf`	ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE Onat Güngör, Tajana Rosing, Baris Aksanli
2024	A	`conf`	VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data. ISLPED Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2023	—	`conf`	Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops Onat Güngör, Tajana Rosing, Baris Aksanli
2023	—	`conf`	Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
2023	—	`conf`	Consolidating Compression and Revisiting Expansion: an Alternative Amplification Rule for Wide Dynamic Range Compression. WASPAA Alice Sokolova, Baris Aksanli, Fred Harris, Harinath Garudadri
2023	J	`jnl`	DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR Onat Güngör, Tajana Rosing, Baris Aksanli
2023	A	`conf`	HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE Onat Güngör, Tajana Rosing, Baris Aksanli
2023	—	`conf`	HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED Tianqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing
2023	J	`jnl`	HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2023	A*	`conf`	Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
2023	Misc	`conf`	Validation of Frequency Warping (Freping) as a new tool for feedback control in hearing aids. ACSSC Alice Sokolova, Varsha Rallapalli, Anusha Yellamsetty, Martin Hunt, Baris Aksanli, Fredric J. Harris, Harinath Garudadri
2023	C	`conf`	WIP: Optimizing Solar-powered BLE Beacons for Wildlife Monitoring. WoWMoM Josef Miller, Mauro Garcia, Baris Aksanli
2022	—	`conf`	DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic
2022	A	`conf`	HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
2022	J	`jnl`	Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing
2022	J	`jnl`	RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	Real-Time Multirate Multiband Amplification for Hearing Aids. IEEE Access Alice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri
2022	J	`jnl`	STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing
2021	C	`conf`	AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021	—	`conf`	CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2021	—	`conf`	ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2021	A	`conf`	HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021	—	`conf`	HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing
2021	—	`conf`	MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli
2021	—	`conf`	Multirate Audiometric Filter Bank for Hearing Aid Devices. ACSCC Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri
2021	—	`conf`	OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM Onat Güngör, Tajana Rosing, Baris Aksanli
2021	C	`conf`	Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
2020	J	`jnl`	Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Baris Aksanli, Tajana Simunic Rosing
2020	—	`conf`	LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli
2020	C	`conf`	Multi-label HD Classification in 3D Flash. VLSI-SOC Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing
2020	—	`conf`	RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS Onat Güngör, Tajana Simunic Rosing, Baris Aksanli
2020	A	`conf`	THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy. ICCAD Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing
2019	—	`conf`	A Wearable Device Network to Track Animal Behavior and Relationships in the Wild. UEMCON Luis Camal, Anup Kirtane, Teresa Blanco, Roberto Casas, Federico Rossano, Baris Aksanli
2019	J	`jnl`	Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. Onat Güngör, Baris Aksanli, Reyhan Aydogan
2019	A*	`conf`	ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control. DAC Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing
2019	—	`conf`	Detecting Multiple People with Low-Resolution Thermal Sensors in Smart Spaces. IEEE SENSORS Saipriyati Singh, Baris Aksanli
2019	—	`conf`	Hierarchical and Distributed Machine Learning Inference Beyond the Edge. ICNSC Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing
2019	J	`jnl`	Non-Intrusive Presence Detection and Position Tracking for Multiple People Using Low-Resolution Thermal Sensors. J. Sens. Actuator Networks Saipriyati Singh, Baris Aksanli
2019	J	`jnl`	Optimal Performance-Aware Cooling on Enterprise Servers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli, Tajana Simunic Rosing
2019	—	`conf`	Real-time Traffic Monitoring and SQL Injection Attack Detection for Edge Networks. Q2SWinet Tasneem Singh, Baris Aksanli
2019	J	`jnl`	Static and Dynamic Activity Detection with Ambient Sensors in Smart Spaces. Sensors Sagar Shelke, Baris Aksanli
2018	J	`jnl`	Building Data-Aware and Energy-Efficient Smart Spaces. IEEE Internet Things J. Neha Belapurkar, Jacob Harbour, Sagar Shelke, Baris Aksanli
2018	C	`conf`	Building an Intelligent and Efficient Smart Space to Detect Human Behavior in Common Areas. ISNCC Sagar Shelke, Jacob Harbour, Baris Aksanli
2018	—	`conf`	Energy-Efficient Human Activity Detection in Smart Spaces. MobiWac Neha Avinash Belapurkar, Baris Aksanli
2018	J	`jnl`	Modular and Personalized Smart Health Application Design in a Smart City Environment. IEEE Internet Things J. Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing
2018	—	`conf`	Non-Intrusive Activity Detection and Prediction in Smart Residential Spaces. UEMCON Aniruddha Patel, Chinmay Prabhudesai, Baris Aksanli
2018	—	`conf`	The case for ambient sensing for human activity detection. IOT Neha Belapurkar, Sagar Shelke, Baris Aksanli
2017	—	`conf`	Accuracy-resource tradeoff for edge devices in Internet of Things. PerCom Workshops Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing
2017	—	`conf`	Context-aware and user-centric residential energy management. PerCom Workshops Baris Aksanli, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing
2017	J	`jnl`	Data Center Peak Power Management with Energy Storage Devices. IEEE Internet Comput. Baris Aksanli
2017	J	`jnl`	Scalable-Application Design for the IoT. IEEE Softw. Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing
2016	—	`ch.`	Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks. Computational Sustainability Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Simunic Rosing
2016	—	`conf`	Time-series clustering for data analysis in Smart Grid. SmartGridComm Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing
2015	—	`—`	Energy and Cost Efficient Data Centers. Baris Aksanli
2015	—	`conf`	Minimizing the effects of data centers on microgrid stability. IGSC Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing
2015	—	`conf`	S2Sim: Smart Grid Swarm Simulator. IGSC Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing
2014	—	`conf`	Distributed control of a swarm of buildings connected to a smart grid: demo abstract. BuildSys Baris Aksanli, Alper Sinan Akyurek, Madhur Behl, Meghan Clark, Alexandre Donzé, Prabal Dutta, Patrick Lazik, Mehdi Maasoumy, Rahul Mangharam, Truong X. Nghiem, Vasumathi Raman, Anthony Rowe, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Tajana Simunic Rosing, Jagannathan Venkatesh
2014	A	`conf`	Providing regulation services and managing data center peak power budgets. DATE Baris Aksanli, Tajana Rosing
2013	C	`conf`	A comprehensive approach to reduce the energy cost of network of datacenters. ISCC Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga
2013	B	`conf`	Architecting Efficient Peak Power Shaving Using Batteries in Data Centers. MASCOTS Baris Aksanli, Eddie Pettis, Tajana Rosing
2013	—	`conf`	Distributed battery control for peak power shaving in datacenters. IGCC Baris Aksanli, Tajana Rosing, Eddie Pettis
2013	—	`conf`	HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling. IGCC Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing
2013	—	`conf`	Optimal battery configuration in a residential home with time-of-use pricing. SmartGridComm Baris Aksanli, Tajana Rosing
2013	C	`conf`	Residential energy simulation and scheduling: A case study approach. ISCC Jagannathan Venkatesh, Baris Aksanli, Tajana Simunic Rosing
2012	A	`conf`	Benefits of green energy and proportionality in high speed wide area networks connecting data centers. DATE Baris Aksanli, Tajana Simunic Rosing, Inder Monga
2012	A*	`conf`	Managing distributed UPS energy for effective power capping in data centers. ISCA Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing
2012	J	`jnl`	Using Datacenter Simulation to Evaluate Green Energy Integration. Computer Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing
2011	J	`jnl`	Speeding Up Cycle Based Logic Simulation Using Graphics Processing Units. Int. J. Parallel Program. Alper Sen, Baris Aksanli, Murat Bozkurt
2011	—	`conf`	Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. HotPower@SOSP Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing
2011	J	`jnl`	Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. ACM SIGOPS Oper. Syst. Rev. Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing
2010	C	`conf`	Parallel Cycle Based Logic Simulation Using Graphics Processing Units. ISPDC Alper Sen, Baris Aksanli, Murat Bozkurt, Melih Mert
2010	—	`conf`	Using Graphics Processing Units for Logic Simulation of Electronic Designs. MTV Alper Sen, Baris Aksanli, Murat Bozkurt