Andreas Spanias

336 papers A* 5A 3B 12C 39Misc 61Journal 104Unranked 100

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation. CoRR David F. Ramirez, Tim Overman, Kristen Jaskie, Joseph W. Marvin, Andreas Spanias
2026	J	`jnl`	Stability Analysis of a Modified SEIRS Compartmental Model for Infectious Diseases. IEEE Access Lavanya Shri Seplanatham Anjapuli, Bhavvikumar Patel, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias, Stephanie Schuckers, Monalisa Achalla
2026	J	`jnl`	Twenty-five years of J-DSP Online Labs for Signal Processing Classes and Workforce Development Programs. CoRR Andreas Spanias
2025	J	`jnl`	Education Software Development for Undergraduate Exposition on the Use of Quantum Fourier Transforms in Signal Analysis. IEEE Trans. Educ. Aradhita Sharma, Glen S. Uehara, Chao Wang, Jean S. Larson, Wendy Barnard, Andreas Spanias
2025	J	`jnl`	High dimensional Bayesian optimization for circuit design. Intell. Decis. Technol. Mohit Malu, Diann Dow, Prateek Sharma, Alexis Cottam, Mat Binggeli, Gautam Dasarathy, Giulia Pedrielli, Andreas Spanias
2025	C	`conf`	Image Analysis-Synthesis Using the Quantum Fourier Transform. ISCAS Tanay Kamlesh Patel, Danielle Knutson, Glen S. Uehara, Frank Marfai, Carly Jazwin, Jean S. Larson, Andreas Spanias
2025	—	`conf`	Implementation of Quantum Machine Learning on Educational Data. ICAART (3) Sofía Ramos-Pulido, Neil Hernández-Gress, Glen S. Uehara, Andreas Spanias, Héctor Gibrán Ceballos-Cancino
2025	—	`conf`	International Student Training in Quantum Machine Learning. IISA Glen S. Uehara, Elena Vasileva, Marija Chaushevska, Monika Todevska, Jovan Kamchev, Zoran Ivanovski, Dimitar Dimitrov, Andreas Spanias
2025	J	`jnl`	Lessons From Two Roundtables on Artificial Intelligence and Signal Processing Education: Addressing the emergence of a new era and a new discipline [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. Andres Kwasinski, Marios S. Pattichis, Alan Bovik, Edward J. Delp, Aggelos K. Katsaggelos, Anna Scaglione, Sharon Gannot, Andreas Spanias, Gene Cheung, Martin Haardt, José M. F. Moura
2025	J	`jnl`	Photovoltaic fault classification by leveraging quantum entanglement and correlation. Intell. Decis. Technol. Glen S. Uehara, Andreas Spanias
2025	—	`conf`	Quantum Generative Neural Networks for Imaging Applications. IISA Sunil Vittal, David Ramirez, Glen S. Uehara, Gennaro De Luca, Andreas Spanias
2025	—	`conf`	Random Quantum Circuits as 3D Convolutional Kernels for 3D SAS ATR. IISA Chris Su, Gregory D. Vetaw, Suren Jayasuriya, Glen S. Uehara, Andreas Spanias
2024	—	`conf`	ClassBO: Bayesian Optimization for Heterogeneous Functions. LION Mohit Malu, Giulia Pedrielli, Gautam Dasarathy, Andreas Spanias
2024	—	`conf`	Image Fusion and Quantum Machine Learning for Remote Sensing Applications. IISA Leslie Miller, Glen S. Uehara, Andreas Spanias
2024	—	`conf`	Infrared Computer Vision for Utility-Scale Photovoltaic Array Inspection. IISA David Ramirez, Deep Pujara, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias
2024	—	`conf`	Quantum Machine Learning and Spectrogram Fusion for Speech Recognition. IEEECONF Leslie Miller, Tanay Kamlesh Patel, Glen S. Uehara, Salil Naik, Andreas Spanias
2024	—	`conf`	Quantum Positive Unlabeled Learning Algorithms with Applications to Energy. MLSP Salil Naik, Glen S. Uehara, Kristen Jaskie, Leslie Miller, Andreas Spanias
2024	—	`conf`	Real-time PV Fault Detection using Embedded Machine Learning. ICPS Deep Pujara, David Ramirez, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias
2024	C	`conf`	WIP: Building a Research Experience for Undergraduates in Quantum Machine Learning. FIE Jean S. Larson, Deep Pujara, David Ramirez, Leslie Miller, Tanay Kamlesh Patel, Niraj Anil Babar, Andreas Spanias
2023	B	`conf`	AN L2-Normalized Spatial Attention Network for Accurate and Fast Classification of Brain Tumors in 2D T1-Weighted CE-MRI Images. ICIP Grace Billingsley, Julia Dietlmeier, Vivek Sivaraman Narayanaswamy, Andreas Spanias, Noel E. O'Connor
2023	J	`jnl`	An L2-Normalized Spatial Attention Network For Accurate And Fast Classification Of Brain Tumors In 2D T1-Weighted CE-MRI Images. CoRR Grace Billingsley, Julia Dietlmeier, Vivek Sivaraman Narayanaswamy, Andreas Spanias, Noel E. O'Connor
2023	Misc	`conf`	Analysis of a Modified SEIRS Compartmental Model for COVID-19. ACSSC Lavanya Shri S. A., Bhavikumar Patel, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias, Stephanie Schuckers
2023	—	`conf`	Class GP: Gaussian Process Modeling for Heterogeneous Functions. LION Mohit Malu, Giulia Pedrielli, Gautam Dasarathy, Andreas Spanias
2023	—	`conf`	Design of a New Photovoltaic Intelligent Monitoring and Control Device. IISA Deep Pujara, David Ramirez, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias
2023	J	`jnl`	Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning. IEEE Access Sameeksha Katoch, Odrika Iqbal, Andreas Spanias, Suren Jayasuriya
2023	C	`conf`	Introducing Quantum Computing in a Sophomore Signals and Systems Course. FIE Chao Wang, Aradhita Sharma, Glen S. Uehara, Leslie Miller, Deep Pujara, Wendy Barnard, Jean S. Larson, Andreas Spanias
2023	—	`conf`	Investigating a Quantum Cloud Paradigm with Quantum Neural Networks. MWSCAS Maxwell Yarter, Glen S. Uehara, Andreas Spanias
2023	—	`conf`	Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors. MIDL Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Andreas Spanias, Jayaraman J. Thiagarajan
2023	J	`jnl`	Optimizing Solar Power Using Array Topology Reconfiguration With Regularized Deep Neural Networks. IEEE Access Vivek Sivaraman Narayanaswamy, Raja Ayyanar, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias
2023	Misc	`conf`	Quantum Linear Prediction for System Identification and Spectral Estimation Applications. ACSSC Aradhita Sharma, Glen S. Uehara, Andreas Spanias
2023	—	`conf`	Quantum Machine Learning for Optical and SAR Classification. DSP Leslie Miller, Glen S. Uehara, Aradhita Sharma, Andreas Spanias
2023	—	`conf`	Real-time Solar Array Data Acquisition and Fault Detection using Neural Networks. ICPS Sunil Rao, Deep Pujara, Andreas Spanias, Cihan Tepedelenlioglu, Devarajan Srinivasan
2023	Misc	`conf`	Signal Analysis-Synthesis Using the Quantum Fourier Transform. ICASSP Aradhita Sharma, Glen S. Uehara, Vivek Sivaraman Narayanaswamy, Leslie Miller, Andreas Spanias
2023	J	`jnl`	Software-Defined Imaging: A Survey. Proc. IEEE Suren Jayasuriya, Odrika Iqbal, Venkatesh Kodukula, Victor Isaac Torres Muro, Robert LiKamWa, Andreas Spanias
2022	J	`jnl`	Adaptive Subsampling for ROI-Based Visual Tracking: Algorithms and FPGA Implementation. IEEE Access Odrika Iqbal, Victor Isaac Torres Muro, Sameeksha Katoch, Andreas Spanias, Suren Jayasuriya
2022	—	`conf`	Distributed Consensus based COVID-19 Hotspot Density Estimation. IISA Monalisa Achalla, Gowtham Muniraju, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias, Stephanie Schuckers
2022	J	`jnl`	Graph-Based Classification With Multiple Shift Matrices. IEEE Trans. Signal Inf. Process. over Networks Jie Fan, Cihan Tepedelenlioglu, Andreas Spanias
2022	—	`conf`	Implementation and Analysis of Quantum Homomorphic Encryption. IISA Maxwell Yarter, Glen S. Uehara, Andreas Spanias
2022	A*	`conf`	Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images. ICML Rakshith Subramanyam, Vivek Sivaraman Narayanaswamy, Mark Naufel, Andreas Spanias, Jayaraman J. Thiagarajan
2022	J	`jnl`	Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors. Int. J. Virtual Pers. Learn. Environ. Prasanna Sattigeri, Jayaraman J. Thiagarajan, Karthikeyan Ramamurthy, Andreas Spanias, Mahesh K. Banavar, Abhinav Dixit, Jie Fan, Mohit Malu, Kristen Jaskie, Sunil Rao, Uday Shankar Shanthamallu, Vivek Sivaraman Narayanaswamy, Sameeksha Katoch
2022	Misc	`conf`	Predicting the Generalization Gap in Deep Models using Anchoring. ICASSP Vivek Sivaraman Narayanaswamy, Rushil Anirudh, Irene Kim, Yamen Mubarka, Andreas Spanias, Jayaraman J. Thiagarajan
2022	—	`conf`	Quantum Machine Learning for Audio Classification with Applications to Healthcare. IISA Michael Esposito, Glen S. Uehara, Andreas Spanias
2022	—	`conf`	Quantum Machine Learning for Photovoltaic Topology Optimization. IISA Glen S. Uehara, Vivek Sivaraman Narayanaswamy, Cihan Tepedelenlioglu, Andreas Spanias
2022	J	`jnl`	Revisiting Inlier and Outlier Specification for Improved Out-of-Distribution Detection. CoRR Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Andreas Spanias, Jayaraman J. Thiagarajan
2022	—	`conf`	The ASU-DCU International Research and Workforce Development Program on Sensors and Machine Learning. IISA Andreas Spanias, Vivek Sivaraman Narayanaswamy, Erica Forzani, Gregory B. Raupp, Nadia N. Kellam, Megan O'donnell, Wendy Barnard, Jean S. Larson, Noel E. O'Connor, Nicholas Dunne, Stephen Daniels, Suzanne Little
2022	J	`jnl`	Towards Live 3D Reconstruction from Wearable Video: An Evaluation of V-SLAM, NeRF, and Videogrammetry Techniques. CoRR David Ramirez, Suren Jayasuriya, Andreas Spanias
2022	C	`conf`	Undergraduate Research and Education in Quantum Machine Learning. FIE Glen S. Uehara, Jean S. Larson, Wendy Barnard, Michael Esposito, Filippo Posta, Maxwell Yarter, Aradhita Sharma, Niki Kyriacou, Matthew Dobson, Andreas Spanias
2021	A*	`conf`	Accurate and Robust Feature Importance Estimation under Distribution Shifts. AAAI Jayaraman J. Thiagarajan, Vivek Sivaraman Narayanaswamy, Rushil Anirudh, Peer-Timo Bremer, Andreas Spanias
2021	J	`jnl`	Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation. CoRR Odrika Iqbal, Victor Isaac Torres Muro, Sameeksha Katoch, Andreas Spanias, Suren Jayasuriya
2021	—	`conf`	Bayesian Optimization in High-Dimensional Spaces: A Brief Survey. IISA Mohit Malu, Gautam Dasarathy, Andreas Spanias
2021	—	`conf`	COVID-19 Detection using Audio Spectral Features and Machine Learning. ACSCC Michael Esposito, Sunil Rao, Vivek Sivaraman Narayanaswamy, Andreas Spanias
2021	J	`jnl`	COVID-19 detection using cough sound analysis and deep learning algorithms. Intell. Decis. Technol. Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Jayaraman J. Thiagarajan, Andreas Spanias
2021	J	`jnl`	Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization. IEEE Trans. Neural Networks Learn. Syst. Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Cihan Tepedelenlioglu, Andreas Spanias
2021	—	`conf`	Deep Learning with hyper-parameter tuning for COVID-19 Cough Detection. IISA Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Jayaraman J. Thiagarajan, Andreas Spanias
2021	A*	`conf`	Designing Counterfactual Generators using Deep Model Inversion. NeurIPS Jayaraman J. Thiagarajan, Vivek Sivaraman Narayanaswamy, Deepta Rajan, Jason Liang, Akshay Chaudhari, Andreas Spanias
2021	J	`jnl`	Designing Counterfactual Generators using Deep Model Inversion. CoRR Jayaraman J. Thiagarajan, Vivek Sivaraman Narayanaswamy, Deepta Rajan, Jason Liang, Akshay Chaudhari, Andreas Spanias
2021	—	`conf`	Distributed Edge Counting for Wireless Sensor Networks. ACSCC Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2021	J	`jnl`	Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays. IEEE Access Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Devarajan Srinivasan, Govindasamy Tamizhmani, Andreas Spanias
2021	C	`conf`	Experiences with Web-based Signal Analysis Laboratories and Online Training during the COVID-19 Period. FIE Vivek Sivaraman Narayanaswamy, Photini Spanias, Sunil Rao, Andreas Spanias
2021	J	`jnl`	Improving Multi-Domain Generalization through Domain Re-labeling. CoRR Kowshik Thopalli, Sameeksha Katoch, Andreas Spanias, Pavan K. Turaga, Jayaraman J. Thiagarajan
2021	J	`jnl`	Loss Estimators Improve Model Generalization. CoRR Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Deepta Rajan, Andreas Spanias
2021	—	`book`	Machine and Deep Learning Algorithms and Applications Uday Shankar Shanthamallu, Andreas Spanias
2021	A	`conf`	On the Design of Deep Priors for Unsupervised Audio Restoration. Interspeech Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias
2021	J	`jnl`	On the Design of Deep Priors for Unsupervised Audio Restoration. CoRR Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias
2021	—	`conf`	PV Array Soiling Detection using Machine Learning. IISA Joshua Martin, Kristen Jaskie, Yiannis Tofis, Andreas Spanias
2021	—	`conf`	Quantum Information Processing Algorithms with Emphasis on Machine Learning. IISA Glen S. Uehara, Andreas Spanias, William Clark
2021	—	`conf`	Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection. IISA Glen S. Uehara, Sunil Rao, Mathew Dobson, Cihan Tepedelenlioglu, Andreas Spanias
2021	C	`conf`	Research Experiences for Teachers in Machine Learning. FIE Kristen Jaskie, Jean S. Larson, Milton Johnson, Kathy Turner, Megan O'donnell, Jennifer Blain Christen, Sunil Rao, Andreas Spanias
2021	A*	`conf`	Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. AAAI Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2021	Misc	`conf`	Using Deep Image Priors to Generate Counterfactual Explanations. ICASSP Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias
2020	Misc	`conf`	A Regularized Attention Mechanism for Graph Attention Networks. ICASSP Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2020	J	`jnl`	Accurate and Robust Feature Importance Estimation under Distribution Shifts. CoRR Jayaraman J. Thiagarajan, Vivek Sivaraman Narayanaswamy, Rushil Anirudh, Peer-Timo Bremer, Andreas Spanias
2020	J	`jnl`	Consensus Based Distributed Spectral Radius Estimation. IEEE Signal Process. Lett. Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2020	Misc	`conf`	Deep Learning Based MIMO Channel Prediction: An Initial Proof of Concept Prototype. ACSSC Jayden Booth, Ahmed Ewaisha, Andreas Spanias, Ahmed Alkhateeb
2020	—	`conf`	Deep Learning Networks for Vectorized Energy Load Forecasting. IISA Kristen Jaskie, Dominique Smith, Andreas Spanias
2020	B	`conf`	Design and FPGA Implementation of an Adaptive video Subsampling Algorithm for Energy-Efficient Single Object Tracking. ICIP Odrika Iqbal, Saquib Siddiqui, Joshua Martin, Sameeksha Katoch, Andreas Spanias, Daniel W. Bliss, Suren Jayasuriya
2020	—	`conf`	Fault Classification in Photovoltaic Arrays Using Graph Signal Processing. ICPS Jie Fan, Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2020	J	`jnl`	GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models. IEEE Trans. Neural Networks Learn. Syst. Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2020	—	`conf`	IRES Program in Sensors and Machine Learning for Energy Systems. IISA Kristen Jaskie, Joshua Martin, Sunil Rao, Wendy Barnard, Photini Spanias, Elias Kyriakides, Yiannis Tofis, Lenos Hadjidemetriou, Maria K. Michael, Theocharis Theocharides, Stella K. Hadjistassou, Andreas Spanias
2020	—	`conf`	Machine Learning For Fast Short-Term Energy Load Forecasting. ICPS Dominique Smith, Kristen Jaskie, John J. Cadigan, Joseph W. Marvin, Andreas Spanias
2020	—	`conf`	Machine Learning Workforce Development Programs on Health and COVID-19 Research. IISA Andreas Spanias
2020	—	`book`	Machine Learning for Solar Array Monitoring, Optimization, and Control Sunil Rao, Sameeksha Katoch, Vivek Sivaraman Narayanaswamy, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias, Pavan K. Turaga, Raja Ayyanar, Devarajan Srinivasan
2020	—	`conf`	Real-Time Adaptive Noise and Echo Cancellation on a Compact Microcontroller. IISA Joshua Vandermeer, Frank Giuliani, Erica Low, Katherine Thomasson, Andreas Spanias
2020	J	`jnl`	Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. CoRR Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2020	A	`conf`	Unsupervised Audio Source Separation Using Generative Priors. INTERSPEECH Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Rushil Anirudh, Andreas Spanias
2020	J	`jnl`	Unsupervised Audio Source Separation using Generative Priors. CoRR Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Rushil Anirudh, Andreas Spanias
2020	J	`jnl`	Using Deep Image Priors to Generate Counterfactual Explanations. CoRR Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias
2019	J	`jnl`	A Linear Systems Perspective on Intrusion Detection for Routing in Reconfigurable Wireless Networks. IEEE Access Jaime Zuniga-Mejia, Rafaela Villalpando Hernandez, Cesar Vargas-Rosales, Andreas Spanias
2019	Misc	`conf`	A Modified Logistic Regression for Positive and Unlabeled Learning. ACSSC Kristen Jaskie, Charles Elkan, Andreas Spanias
2019	Misc	`conf`	Adaptive Video Subsampling For Energy-Efficient Object Detection. ACSSC Divya Mohan, Sameeksha Katoch, Suren Jayasuriya, Pavan K. Turaga, Andreas Spanias
2019	C	`conf`	An REU Experience in Machine Learning and Computational Cameras. FIE Divya Mohan, Sameeksha Katoch, Suren Jayasuriya, Pavan K. Turaga, Andreas Spanias
2019	J	`jnl`	Analysis and Design of Robust Max Consensus for Wireless Sensor Networks. CoRR Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2019	J	`jnl`	Analysis and Design of Robust Max Consensus for Wireless Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2019	J	`jnl`	Articulation constrained learning with application to speech emotion recognition. EURASIP J. Audio Speech Music. Process. Mohit Shah, Ming Tu, Visar Berisha, Chaitali Chakrabarti, Andreas Spanias
2019	J	`jnl`	Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets. CoRR Vivek Sivaraman Narayanaswamy, Sameeksha Katoch, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2019	—	`conf`	Connection Topology Optimization in Photovoltaic Arrays using Neural Networks. ICPS Vivek Sivaraman Narayanaswamy, Raja Ayyanar, Andreas Spanias, Cihan Tepedelenlioglu, Devarajan Srinivasan
2019	Misc	`conf`	Designing an Effective Metric Learning Pipeline for Speaker Diarization. ICASSP Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2019	Misc	`conf`	Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing. ICASSP Raksha Ramakrishna, Anna Scaglione, Andreas Spanias, Cihan Tepedelenlioglu
2019	Misc	`conf`	Distributed Spectral Radius Estimation in Wireless Sensor Networks. ACSSC Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
2019	—	`conf`	Formation-aware Cloud Segmentation of Ground-based Images with Applications to PV Systems. IISA Juan Andrade, Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu, Kristen Jaskie
2019	Misc	`conf`	Global Optimization of Graph Filters with Multiple Shift Matrices. ACSSC Jie Fan, Cihan Tepedelenlioglu, Andreas Spanias
2019	Misc	`conf`	Graph Filtering with Multiple Shift Matrices. ICASSP Jie Fan, Cihan Tepedelenlioglu, Andreas Spanias
2019	J	`jnl`	Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. IEEE Signal Process. Mag. Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo
2019	Misc	`conf`	Introducing Machine Learning in Undergraduate DSP Classes. ICASSP Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias
2019	C	`conf`	Introducing Machine Learning in a Sophomore Signals and Systems Course. FIE Chao Wang, Abhinav Dixit, Andreas Spanias, Sunil Rao
2019	C	`conf`	Introducing machine learning concepts using hands-on Android-based exercises. FIE Blaine Ayotte, Justin Au-Yeung, Mahesh K. Banavar, Dana M. Barry, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu
2019	J	`jnl`	Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning. CoRR Sameeksha Katoch, Kowshik Thopalli, Jayaraman J. Thiagarajan, Pavan K. Turaga, Andreas Spanias
2019	J	`jnl`	Location estimation and detection in wireless sensor networks in the presence of fading. Phys. Commun. Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias, Gowtham Muniraju
2019	—	`conf`	PV Array Fault Detection using Radial Basis Networks. IISA Emma Pedersen, Sunil Rao, Sameeksha Katoch, Kristen Jaskie, Andreas Spanias, Cihan Tepedelenlioglu, Elias Kyriakides
2019	—	`conf`	Positive And Unlabeled Learning Algorithms And Applications: A Survey. IISA Kristen Jaskie, Andreas Spanias
2019	—	`book`	Reconstruction-Free Compressive Vision for Surveillance Applications Henry Braun, Pavan K. Turaga, Andreas Spanias, Sameeksha Katoch, Suren Jayasuriya, Cihan Tepedelenlioglu
2019	—	`conf`	Solar Array Fault Detection using Neural Networks. ICPS Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu
2019	B	`conf`	Spatially-Varying Sharpness Map Estimation Based on the Quotient of Spectral Bands. ICIP Juan Andrade, Pavan K. Turaga, Andreas Spanias
2018	Misc	`conf`	A Stem Reu Site on the Integrated Design of Sensor Devices and Signal Processing Algorithms. ICASSP Andreas Spanias, Jennifer Blain Christen
2018	A*	`conf`	Attend and Diagnose: Clinical Time Series Analysis Using Attention Models. AAAI Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias
2018	J	`jnl`	Attention Models with Random Features for Multi-layered Graph Embeddings. CoRR Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2018	J	`jnl`	Consensus-based Distributed Quantile Estimation in Sensor Networks. CoRR Jongmin Lee, Cihan Tepedelenlioglu, Andreas Spanias
2018	J	`jnl`	Designing an Effective Metric Learning Pipeline for Speaker Diarization. CoRR Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2018	J	`jnl`	Direct Estimation of Density Functionals Using a Polynomial Basis. IEEE Trans. Signal Process. Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III
2018	—	`book`	Distributed Network Structure Estimation Using Consensus Methods Sai Zhang, Cihan Tepedelenlioglu, Andreas Spanias, Mahesh K. Banavar
2018	B	`conf`	Fast Non-Linear Methods for Dynamic Texture Prediction. ICIP Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu
2018	J	`jnl`	Improving Robustness of Attention Models on Graphs. CoRR Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2018	J	`jnl`	Location Estimation and Detection in Wireless Sensor Networks in the Presence of Fading. CoRR Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias, Gowtham Muniraju
2018	Misc	`conf`	Max Consensus in the Presence of Additive Noise. ACSSC Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias, Sai Zhang, Mahesh K. Banavar
2018	C	`conf`	Online Machine Learning Experiments in HTML5. FIE Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar
2018	—	`conf`	Optimizing Activity Detection via Sensor Fusion. IISA Farib Khondoker, Trevor Thornton, Andreas Spanias, Uday Shankar Shanthamallu
2018	J	`jnl`	Optimizing Kernel Machines Using Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias
2018	—	`conf`	Photovoltaic Array Simulation and Fault Prediction via Multilayer Perceptron Models. IISA Farib Khondoker, Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu
2018	—	`conf`	Shading prediction, fault detection, and consensus estimation for solar array control. ICPS Sameeksha Katoch, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Pavan K. Turaga, Cihan Tepedelenlioglu, Mahesh K. Banavar, Devarajan Srinivasan
2018	A	`conf`	Triplet Network with Attention for Speaker Diarization. INTERSPEECH Huan Song, Megan M. Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias
2018	J	`jnl`	Triplet Network with Attention for Speaker Diarization. CoRR Huan Song, Megan M. Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias
2017	J	`jnl`	A Cyber-Physical Photovoltaic Array Monitoring and Control System. Int. J. Monit. Surveillance Technol. Res. Gowtham Muniraju, Sunil Rao, Sameeksha Katoch, Andreas Spanias, Cihan Tepedelenlioglu, Pavan K. Turaga, Mahesh K. Banavar, Devarajan Srinivasan
2017	—	`conf`	A brief survey of machine learning methods and their sensor and IoT applications. IISA Uday Shankar Shanthamallu, Andreas Spanias, Cihan Tepedelenlioglu, Mike Stanley
2017	—	`conf`	A cyber-physical system approach for photovoltaic array monitoring and control. IISA Sunil Rao, Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu, Raja Ayyanar, Henry Braun, Jongmin Lee, Uday Shankar Shanthamallu, Mahesh K. Banavar, Devarajan Srinivasan
2017	J	`jnl`	A data-driven basis for direct estimation of functionals of distributions. CoRR Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III
2017	Misc	`conf`	A deep learning approach to multiple kernel fusion. ICASSP Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2017	J	`jnl`	Attend and Diagnose: Clinical Time Series Analysis using Attention Models. CoRR Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias
2017	C	`conf`	Development of signal processing online labs using HTML5 and mobile platforms. FIE Abhinav Dixit, Sameeksha Katoch, Photini Spanias, Mahesh K. Banavar, Huan Song, Andreas Spanias
2017	Misc	`conf`	Distributed center and coverage region estimation in wireless sensor networks using diffusion adaptation. ACSSC Sai Zhang, Cihan Tepedelenlioglu, Andreas Spanias
2017	J	`jnl`	Optimizing Kernel Machines using Deep Learning. CoRR Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias
2017	Misc	`conf`	Reflections: An eModule for echolocation education. ICASSP Benjamin Robistow, Robert Newman, Thomas H. DePue, Mahesh K. Banavar, Dana M. Barry, Paul Curtis, Andreas Spanias
2017	C	`conf`	Signal processing and machine learning concepts using the reflections echolocation app. FIE Mahesh K. Banavar, Houchao Gan, Benjamin Robistow, Andreas Spanias
2016	J	`jnl`	A Deep Learning Approach To Multiple Kernel Fusion. CoRR Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2016	—	`conf`	A brief survey of time- and frequency-domain adaptive filters. IISA Andreas Spanias
2016	C	`conf`	An Android app for spatial acoustic analysis as a learning tool. FIE Thomas H. DePue, Benjamin Robistow, Robert Newman, Kevin Mack, Mahesh K. Banavar, Tianqi Yang, Dana M. Barry, Paul Curtis, Andreas Spanias, Whitni Watkins
2016	B	`conf`	Auto-context modeling using multiple Kernel learning. ICIP Huan Song, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2016	Misc	`conf`	Consensus inference on mobile phone sensors for activity recognition. ICASSP Huan Song, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias, Pavan K. Turaga
2016	C	`conf`	Development of course modules for multidisciplinary STEM education. FIE Andreas Spanias, Mahesh K. Banavar, Henry Braun, Photini Spanias, Yongpeng Zhang
2016	Misc	`conf`	Direct classification from compressively sensed images via deep Boltzmann machine. ACSSC Henry Braun, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu
2016	B	`conf`	Distributed Estimation of the Degree Distribution in Wireless Sensor Networks. GLOBECOM Sai Zhang, Jongmin Lee, Cihan Tepedelenlioglu, Andreas Spanias
2016	J	`jnl`	Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure. IEEE Trans. Signal Process. Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias
2016	Misc	`conf`	Empirically-estimable multi-class classification bounds. ICASSP Alan Wisler, Visar Berisha, Dennis Wei, Karthikeyan Ramamurthy, Andreas Spanias
2016	—	`conf`	Integrating machine learning in embedded sensor systems for Internet-of-Things applications. ISSPIT Jongmin Lee, Michael Stanley, Andreas Spanias, Cihan Tepedelenlioglu
2016	J	`jnl`	Max Consensus in Sensor Networks: Non-linear Bounded Transmission and Additive Noise. CoRR Sai Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2016	B	`conf`	Measuring glomerular number from kidney MRI images. Image Processing Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Berkay Kanberoglu, David H. Frakes, Kevin Bennett, Andreas Spanias
2016	—	`book`	Node Localization in Wireless Sensor Networks Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2016	—	`conf`	Noise robust dysarthric speech classification using domain adaptation. DMIAF Alan Wisler, Visar Berisha, Andreas Spanias, Julie M. Liss
2015	C	`conf`	A new signal processing course for digital culture. FIE Andreas Spanias, Paul Curtis, Photini Spanias, Mahesh K. Banavar
2015	—	`conf`	Adaptive emergency scenery video communications using HEVC for responsive decision support in disaster incidents. EMBC Zinonas C. Antoniou, Andreas Panayides, Marios S. Pattichis, Stavros Stavrou, Edward Kyriacou, Andreas Spanias, Anthony G. Constantinides, Constantinos S. Pattichis
2015	—	`conf`	Advances in speech and audio processing and coding. IISA Andreas Spanias
2015	—	`conf`	An introductory signal processing course offered across the curriculum. SP/SPE Andreas Spanias
2015	J	`jnl`	An overview of recent advances on distributed and agile sensing algorithms and implementation. Digit. Signal Process. Mahesh K. Banavar, Jun Jason Zhang, Bhavana Chakraborty, Homin Kwon, Ying Li, Huaiguang Jiang, Andreas Spanias, Cihan Tepedelenlioglu, Chaitali Chakrabarti, Antonia Papandreou-Suppappola
2015	Misc	`conf`	Audio modeling and loudness estimation with IJDSP mobile simulations. ICASSP Girish Kalyanasundaram, Mahesh K. Banavar, Andreas Spanias
2015	J	`jnl`	Learning Stable Multilevel Dictionaries for Sparse Representations. IEEE Trans. Neural Networks Learn. Syst. Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2015	—	`book`	Multipath Effects in GPS Receivers Steven R. Miller, Xue Zhang, Andreas Spanias
2015	Misc	`conf`	Node counting in wireless sensor networks. ACSSC Sai Zhang, Cihan Tepedelenlioglu, Andreas Spanias, Mahesh K. Banavar
2015	J	`jnl`	Nonlinear Amplify-and-Forward Distributed Estimation Over Nonidentical Channels. IEEE Trans. Veh. Technol. Robert W. Santucci, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2015	—	`conf`	Nonlinear diffusion adaptation with bounded transmission over distributed networks. ICC Jongmin Lee, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2015	Misc	`conf`	Removing data with noisy responses in regression analysis. ICASSP Alan Wisler, Visar Berisha, Karthikeyan Ramamurthy, Andreas Spanias, Julie Liss
2015	J	`jnl`	Robust Consensus in the Presence of Impulsive Channel Noise. IEEE Trans. Signal Process. Sivaraman Dasarathan, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2015	J	`jnl`	Undergraduate Signal Processing Laboratories for the Android Operating System. CoRR Suhas Ranganath, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Shuang Hu, Mahesh K. Banavar, Andreas Spanias
2015	J	`jnl`	Within and cross-corpus speech emotion recognition using latent topic model-based features. EURASIP J. Audio Speech Music. Process. Mohit Shah, Chaitali Chakrabarti, Andreas Spanias
2014	C	`conf`	A multi-modal approach to emotion recognition using undirected topic models. ISCAS Mohit Shah, Chaitali Chakrabarti, Andreas Spanias
2014	Misc	`conf`	A scalable feature learning and tag prediction framework for natural environment sounds. ACSSC Prasanna Sattigeri, Jayaraman J. Thiagarajan, Mohit Shah, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2014	—	`conf`	Android acoustic ranging. IISA Paul Curtis, Mahesh K. Banavar, Sai Zhang, Andreas Spanias, Vitor Weber
2014	B	`conf`	Automatic image annotation using inverse maps from semantic embeddings. ICIP Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Peer-Timo Bremer, Andreas Spanias
2014	Misc	`conf`	Direct tracking from compressive imagers: A proof of concept. ICASSP Henry Braun, Pavan K. Turaga, Andreas Spanias
2014	—	`conf`	Domain invariant speech features using a new divergence measure. SLT Alan Wisler, Visar Berisha, Julie Liss, Andreas Spanias
2014	C	`conf`	Embedding Android signal processing apps in a high school math class - An RET project. FIE Mahesh K. Banavar, Deepta Rajan, Andrew Strom, Photini Spanias, Xue Sophia Zhang, Henry Braun, Andreas Spanias
2014	J	`jnl`	Empirically Estimable Classification Bounds Based on a New Divergence Measure. CoRR Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias
2014	J	`jnl`	Energy-Efficient Distributed Estimation by Utilizing a Nonlinear Amplifier. IEEE Trans. Circuits Syst. I Regul. Pap. Robert W. Santucci, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2014	—	`book`	Image Understanding Using Sparse Representations Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Pavan K. Turaga, Andreas Spanias
2014	J	`jnl`	Kernel Sparse Models for Automated Tumor Segmentation. Int. J. Artif. Intell. Tools Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Deepta Rajan, Andreas Spanias, Anup Puri, David H. Frakes
2014	Misc	`conf`	Modeling pathological speech perception from data with similarity labels. ICASSP Visar Berisha, Julie Liss, Steven Sandoval, Rene Utianski, Andreas Spanias
2014	J	`jnl`	Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning. IEEE Trans. Image Process. Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2014	J	`jnl`	Recovering non-negative and combined sparse representations. Digit. Signal Process. Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias
2014	J	`jnl`	Robust Consensus in the Presence of Impulsive Channel Noise. CoRR Sivaraman Dasarathan, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2014	C	`conf`	Signals and systems demonstrations for undergraduates using Android-based localization. FIE Paul Curtis, Mahesh K. Banavar, Xue Zhang, Andreas Spanias, Vitor Weber
2013	Misc	`conf`	A heterogeneous dictionary model for representation and recognition of human actions. ICASSP Rushil Anirudh, Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Pavan K. Turaga, Andreas Spanias
2013	Misc	`conf`	A speech emotion recognition framework based on latent Dirichlet allocation: Algorithm and FPGA implementation. ICASSP Mohit Shah, Lifeng Miao, Chaitali Chakrabarti, Andreas Spanias
2013	—	`book`	An Introduction to Kalman Filtering with MATLAB Examples Narayan Kovvali, Mahesh K. Banavar, Andreas Spanias
2013	Misc	`conf`	Boosted dictionaries for image restoration based on sparse representations. ICASSP Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias, Prasanna Sattigeri
2013	Misc	`conf`	CRLB for the localization error in the presence of fading. ICASSP Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2013	—	`conf`	Design of limiting amplifier models for nonlinear amplify-and-forward distributed estimation. DSP Robert W. Santucci, Mahesh K. Banavar, Andreas Spanias, Cihan Tepedelenlioglu
2013	Misc	`conf`	Distributed location detection in wireless sensor networks. ACSSC Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2013	J	`jnl`	Ensemble Sparse Models for Image Analysis CoRR Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias
2013	C	`conf`	Health monitoring laboratories by interfacing physiological sensors to mobile android devices. FIE Deepta Rajan, Andreas Spanias, Suhas Ranganath, Mahesh K. Banavar, Photini Spanias
2013	C	`conf`	Java tools for teaching OFDM principles in undergraduate courses. FIE Sai Zhang, Mahesh K. Banavar, Andreas Spanias, Cihan Tepedelenlioglu, Xue Zhang
2013	J	`jnl`	Kernel Sparse Models for Automated Tumor Segmentation CoRR Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Deepta Rajan, Anup Puri, David H. Frakes, Andreas Spanias
2013	J	`jnl`	Learning Stable Multilevel Dictionaries for Sparse Representation of Images CoRR Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2013	Misc	`conf`	Max-consensus using the soft maximum. ACSSC Sai Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2013	J	`jnl`	Mixing matrix estimation using discriminative clustering for blind source separation. Digit. Signal Process. Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2013	J	`jnl`	Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning CoRR Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2013	J	`jnl`	Non-Linear Distributed Average Consensus Using Bounded Transmissions. IEEE Trans. Signal Process. Sivaraman Dasarathan, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2013	J	`jnl`	Non-Linear Distributed Average Consensus using Bounded Transmissions CoRR Sivaraman Dasarathan, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2013	Misc	`conf`	Optical flow for compressive sensing video reconstruction. ICASSP Henry Braun, Pavan K. Turaga, Cihan Tepedelenlioglu, Andreas Spanias
2013	J	`jnl`	Recovering Non-negative and Combined Sparse Representations CoRR Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias
2013	Misc	`conf`	Selecting disorder-specific features for speech pathology fingerprinting. ICASSP Visar Berisha, Steven Sandoval, Rene Utianski, Julie Liss, Andreas Spanias
2013	Misc	`conf`	Sinusoidal component selection based on partial loudness criteria. ICASSP Harish Krishnamoorthi, Andreas Spanias
2012	—	`conf`	A top-down design methodology using virtual platforms for concept development. ISQED Mohit Shah, Brian Mears, Chaitali Chakrabarti, Andreas Spanias
2012	C	`conf`	Automated tumor segmentation using kernel sparse representations. BIBE Jayaraman J. Thiagarajan, Deepta Rajan, Karthikeyan Natesan Ramamurthy, David H. Frakes, Andreas Spanias
2012	J	`jnl`	Distributed SNR Estimation With Power Constrained Signaling Over Gaussian Multiple-Access Channels. IEEE Trans. Signal Process. Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2012	—	`conf`	Distributed average consensus using bounded transmissions. ACSCC Sivaraman Dasarathan, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2012	—	`conf`	Implementation of a fast image coding and retrieval system using a GPU. ESPA Prasanna Sattigeri, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2012	Misc	`conf`	Interactive DSP laboratories on mobile phones and tablets. ICASSP Jinru Liu, Shuang Hu, Jayaraman J. Thiagarajan, Xue Zhang, Suhas Ranganath, Mahesh K. Banavar, Andreas Spanias
2012	—	`conf`	Learning Multilevel Dictionaries for Compressed Sensing Using Discriminative Clustering. IIH-MSP Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias, Panos Nasiopoulos
2012	—	`conf`	Learning dictionaries with graph embedding constraints. ACSCC Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Andreas Spanias
2012	—	`conf`	Lifelogging: Archival and retrieval of continuously recorded audio using wearable devices. ESPA Mohit Shah, Brian Mears, Chaitali Chakrabarti, Andreas Spanias
2012	J	`jnl`	On the Effectiveness of Multiple Antennas in Distributed Detection over Fading MACs. IEEE Trans. Wirel. Commun. Mahesh K. Banavar, Anthony D. Smith, Cihan Tepedelenlioglu, Andreas Spanias
2012	J	`jnl`	Search-Free Codebook Mapping for Artificial Bandwidth Extension. IEICE Trans. Commun. Heewan Park, Byungsik Yoon, Sangwon Kang, Andreas Spanias
2012	—	`conf`	Sequential wireless sensor network discovery using wide aperture array signal processing. EUSIPCO Marc Willerton, Mahesh K. Banavar, Xue Zhang, Athanassios Manikas, Cihan Tepedelenlioglu, Andreas Spanias, Trevor Thornton, Eric M. Yeatman, Anthony G. Constantinides
2012	—	`conf`	Shortest Path Techniques for Annotation and Retrieval of Environmental Sounds. ISMIR Brandon Mechtley, Andreas Spanias, Perry Cook
2012	—	`book`	Signal Processing for Solar Array Monitoring, Fault Detection, and Optimization Mahesh K. Banavar, Henry Braun, Santoshi T. Buddha, Venkatachalam Krishnan, Andreas Spanias, Shinichi Takada, Toru Takehara, Cihan Tepedelenlioglu, Ted Yeider
2012	Misc	`conf`	Signal processing for fault detection in photovoltaic arrays. ICASSP Henry Braun, Santoshi T. Buddha, Venkatachalam Krishnan, Andreas Spanias, Cihan Tepedelenlioglu, Ted Yeider, Toru Takehara
2012	—	`conf`	Signal processing for photovoltaic applications. ESPA Santoshi T. Buddha, Henry Braun, Venkatachalam Krishnan, Cihan Tepedelenlioglu, Andreas Spanias, Ted Yeider, Toru Takehara
2012	B	`conf`	Supervised local sparse coding of sub-image features for image retrieval. ICIP Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Andreas Spanias
2012	C	`conf`	Work in progress: Performing signal analysis laboratories using Android devices. FIE Suhas Ranganath, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Shuang Hu, Mahesh K. Banavar, Andreas Spanias
2012	C	`conf`	Workshop: Interactive education tools for earth systems and sustainability applications. FIE Linda Hinnov, Andreas Spanias, Karthikeyan Natesan Ramamurthy, Girish Kalyanasundaram
2011	—	`book`	Analysis of the MPEG-1 Layer III (MP3) Algorithm Using MATLAB Jayaraman J. Thiagarajan, Andreas Spanias
2011	—	`conf`	Analyte detection using an ion-channel sensor array. DSP Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Michael Goryll, Andreas Spanias, Trevor Thornton
2011	—	`conf`	Constrained estimation of percussive sound excitations. WASPAA Alex Fink, Andreas Spanias
2011	J	`jnl`	Distributed SNR Estimation using Constant Modulus Signaling over Gaussian Multiple-Access Channels CoRR Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2011	J	`jnl`	Error probability-based optimal training for linearly decoded orthogonal space-time block coded wireless systems. IET Commun. Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias, Mohammad N. Patwary, Hongnian Yu
2011	—	`conf`	Estimation of signal subspace-constrained inputs to linear systems. ACSCC Alex Fink, Andreas Spanias
2011	B	`conf`	Improved sparse coding using manifold projections. ICIP Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias
2011	—	`conf`	Isolated word endpoint detection using time-frequency variance kernels. ACSCC Alexandros Kyriakides, Costas Pitris, Alex Fink, Andreas Spanias
2011	—	`conf`	Isolated word endpoint detection using time-frequency variance kernels. ACSCC Alexandros Kyriakides, Costas Pitris, Andreas Spanias
2011	—	`conf`	Learning dictionaries for local sparse coding in image classification. ACSCC Jayaraman J. Thiagarajan, Andreas Spanias
2011	J	`jnl`	On the Asymptotic Efficiency of Distributed Estimation Systems With Constant Modulus Signals Over Multiple-Access Channels. IEEE Trans. Inf. Theory Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2011	J	`jnl`	Optimality and stability of the K-hyperline clustering algorithm. Pattern Recognit. Lett. Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2011	—	`conf`	Optimized measurements for kernel compressive sensing. ACSCC Karthikeyan Natesan Ramamurthy, Andreas Spanias
2011	J	`jnl`	Transform domain features for ion-channel signal classification. Biomed. Signal Process. Control. Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Prasanna Sattigeri, Michael Goryll, Andreas Spanias, Trevor Thornton, Stephen M. Phillips
2011	J	`jnl`	Waveform Mapping and Time-Frequency Processing of DNA and Protein Sequences. IEEE Trans. Signal Process. Lakshminarayan Ravichandran, Antonia Papandreou-Suppappola, Andreas Spanias, Zoé Lacroix, Christophe Legendre
2011	C	`conf`	Work in progress - Interactive signal-processing labs and simulations on iOS devices. FIE Jinru Liu, Andreas Spanias, Mahesh K. Banavar, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Shuang Hu, Xue Zhang
2011	C	`conf`	Work in progress: The J-DSP/ESE software for analyzing Earth systems signals. FIE Linda Hinnov, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2010	J	`jnl`	An Ontological Framework for Retrieving Environmental Sounds Using Semantics and Acoustic Content. EURASIP J. Audio Speech Music. Process. Gordon Wichern, Brandon Mechtley, Alex Fink, Harvey D. Thornburg, Andreas Spanias
2010	Misc	`conf`	An auditory-domain based speech enhancement algorithm. ICASSP Harish Krishnamoorthi, Andreas Spanias, Visar Berisha, Homin Kwon, Harvey D. Thornburg
2010	Misc	`conf`	An individually tunable perfect reconstruction filterbank for banded waveguide synthesis. ICASSP Alex Fink, Harvey D. Thornburg, Andreas Spanias
2010	Misc	`conf`	Automatic audio tagging using covariate shift adaptation. ICASSP Gordon Wichern, Makoto Yamada, Harvey D. Thornburg, Masashi Sugiyama, Andreas Spanias
2010	Misc	`conf`	Combining semantic, social, and acoustic similarity for retrieval of environmental sounds. ICASSP Brandon Mechtley, Gordon Wichern, Harvey D. Thornburg, Andreas Spanias
2010	Misc	`conf`	Dimensionality Reduction for Distance Based Video Clustering. AIAI Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2010	J	`jnl`	Distributed Detection over Fading MACs with Multiple Antennas at the Fusion Center CoRR Mahesh K. Banavar, Anthony D. Smith, Cihan Tepedelenlioglu, Andreas Spanias
2010	Misc	`conf`	Distributed detection over fading macs with multiple antennas at the fusion center. ICASSP Mahesh K. Banavar, Anthony D. Smith, Cihan Tepedelenlioglu, Andreas Spanias
2010	J	`jnl`	Estimation over fading channels with limited feedback using distributed sensing. IEEE Trans. Signal Process. Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2010	Misc	`conf`	Least-squares based feature extraction and sensor fusion for explosive detection. ICASSP Narayan Kovvali, Chad Prior, Karel Cizek, Michal Galik, Alvaro Diaz, Erica Forzani, Avi Cagan, Joseph Wang, Nongjian Tao, Douglas Cochran, Andreas Spanias, Ray Tsui
2010	—	`book`	MATLAB Software for the Code Excited Linear Prediction Algorithm: The Federal Standard-1016 MATLAB Software for the Code Excited Linear Prediction Algorithm Karthikeyan Natesan Ramamurthy, Andreas Spanias
2010	J	`jnl`	On Inequalities Relating the Characteristic Function and Fisher Information CoRR Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias
2010	J	`jnl`	Segmentation, Indexing, and Retrieval for Environmental and Natural Sounds. IEEE Trans. Speech Audio Process. Gordon Wichern, Jiachen Xue, Harvey D. Thornburg, Brandon Mechtley, Andreas Spanias
2010	Misc	`conf`	Time-frequency based biological sequence querying. ICASSP Lakshminarayan Ravichandran, Antonia Papandreou-Suppappola, Andreas Spanias, Zoé Lacroix, Christophe Legendre
2009	J	`jnl`	A Frequency/Detector Pruning Approach for Loudness Estimation. IEEE Signal Process. Lett. Harish Krishnamoorthi, Andreas Spanias, Visar Berisha
2009	C	`conf`	A Sensor Network for Real-time Acoustic Scene Analysis. ISCAS Homin Kwon, Harish Krishnamoorthi, Visar Berisha, Andreas Spanias
2009	—	`conf`	A real-time monitoring system for diesel and gasoline exhaust exposure. DPS Bharatan Konnanath, Hyuntae Kim, Andreas Spanias, Bertan Bakkaloglu, Joseph Wang, Ashok Mulchandani, Nosang Myung
2009	—	`conf`	Acquiring and Classifying Signals from Nanopores and Ion-Channels. ICANN (2) Bharatan Konnanath, Prasanna Sattigeri, Trupthi Mathew, Andreas Spanias, Shalini Prasad, Michael Goryll, Trevor Thornton, Peter Knee
2009	—	`conf`	Continuous observation and archival of acoustic scenes using wireless sensor networks. DPS Gordon Wichern, Homin Kwon, Andreas Spanias, Alex Fink, Harvey D. Thornburg
2009	Misc	`conf`	Energy-constrained discriminant analysis. ICASSP Scott Philips, Visar Berisha, Andreas Spanias
2009	J	`jnl`	Experiments With Sensor Motes and Java-DSP. IEEE Trans. Educ. Homin Kwon, Visar Berisha, Venkatraman Atti, Andreas Spanias
2009	B	`conf`	Fast image registration with non-stationary Gauss-Markov random field templates. ICIP Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias
2009	Misc	`conf`	Low-complexity sinusoidal component selection using loudness patterns. ICASSP Harish Krishnamoorthi, Visar Berisha, Andreas Spanias, Homin Kwon
2009	Misc	`conf`	Multi-channel audio segmentation for continuous observation and archival of large spaces. ICASSP Gordon Wichern, Harvey D. Thornburg, Andreas Spanias
2009	Misc	`conf`	Nonlinear acoustic echo control using an accelerometer. ICASSP Tushar Gupta, Seth B. Suppappola, Andreas Spanias
2009	J	`jnl`	Perceptually-Motivated All-Pole Modeling. IEEE Signal Process. Lett. Venkatraman Atti, Andreas Spanias
2009	—	`conf`	Template Learning using Wavelet Domain Statistical Models. SGAI Conf. Karthikeyan Natesan Ramamurthy, Jayaraman J. Thiagarajan, Andreas Spanias
2009	—	`conf`	Unifying semantic and content-based approaches for retrieval of environmental sounds. WASPAA Gordon Wichern, Harvey D. Thornburg, Andreas Spanias
2008	Misc	`conf`	A low-complexity loudness estimation algorithm. ICASSP Harish Krishnamoorthi, Visar Berisha, Andreas Spanias
2008	Misc	`conf`	Fast query by example of environmental sounds via robust and efficient cluster-based indexing. ICASSP Jiachen Xue, Gordon Wichern, Harvey D. Thornburg, Andreas Spanias
2008	J	`jnl`	Gradient projection-based channel equalization under sustained fading. Signal Process. Venkatraman Atti, Andreas Spanias, Kostas Tsakalis, Constantinos Panayiotou, Leonidas D. Iasemidis, Visar Berisha
2008	—	`book`	Narrowband Direction of Arrival Estimation for Antenna Arrays Jeffrey A. Foutz, Andreas Spanias, Mahesh K. Banavar
2008	Misc	`conf`	Performance of distributed estimation over multiple access fading channels with partial feedback. ICASSP Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias
2008	—	`conf`	Real-time sensing and acoustic scene characterization for security applications. ISWPC Homin Kwon, Visar Berisha, Andreas Spanias
2008	—	`conf`	Sparse Representations for Pattern Classification using Learned Dictionaries. SGAI Conf. Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias
2008	C	`conf`	Ultrasound imaging media layer texture analysis of the carotid artery. BIBE Philipos C. Loizou, Marios Pantziaris, Andrew Nicolaides, Andreas Spanias, Marios S. Pattichis, Constantinos S. Pattichis
2007	—	`conf`	A Scalable Bandwidth Extension Algorithm. ICASSP (4) Visar Berisha, Andreas Spanias
2007	—	`conf`	A feedback systems approach to modeling neural firing-rate homeostasis. CDC Niranjan Chakravarthy, Shivkumar Sabesan, Andreas Spanias, Leonidas D. Iasemidis, Kostas Tsakalis
2007	—	`conf`	Analysis and Mitigation of Doppler Rate Effect in a Multipath Channel. ICC Ghassan Maalouli, Andreas Spanias
2007	C	`conf`	Dual-Mode Wideband Speech Compression. MMSP Visar Berisha, Andreas Spanias
2007	—	`conf`	Interaction and reflection via 3D path shape qualities in a mediated constructive learning environment. ACM Multimedia EMME Workshop Kai Tu, Harvey D. Thornburg, Ellen Campana, David Birchfield, Matthew Fulmer, Andreas Spanias
2007	C	`conf`	Robust Multi-Features Segmentation and Indexing for Natural Sound Environments. CBMI Gordon Wichern, Harvey D. Thornburg, Brandon Mechtley, Alex Fink, Kai Tu, Andreas Spanias
2007	—	`conf`	Sparse Manifold Learning with Applications to SAR Image Classification. ICASSP (3) Visar Berisha, Nitesh Shah, Donald E. Waagen, Harry Schmitt, Salvatore Bellofiore, Andreas Spanias, Douglas Cochran
2007	—	`conf`	Tracking the Path Shape Qualities of Human Motion. ICASSP (2) Kai Tu, Harvey D. Thornburg, Matthew Fulmer, Andreas Spanias
2007	J	`jnl`	Wideband Speech Recovery Using Psychoacoustic Criteria. EURASIP J. Audio Speech Music. Process. Visar Berisha, Andreas Spanias
2006	C	`conf`	A transform-domain G-PrOBE algorithm. ISCAS A. Natarajan, Venkatraman Atti, Andreas Spanias, Kostas Tsakalis, Leonidas D. Iasemidis
2006	—	`conf`	Adaptive Beamforming and Particle Filtering. SPPRA Seth Benton, Andreas Spanias, Kai Tu, Harvey D. Thornburg, Gang Qian, Thanassis Rikakis
2006	C	`conf`	Bandwidth Extension of Audio Based on Partial Loudness Criteria. MMSP Visar Berisha, Andreas Spanias
2006	—	`conf`	Equalization of a Time-Varying Channel in the Presence of Doppler Rate. ICASSP (3) Ghassan Maalouli, Andreas Spanias
2006	—	`conf`	Optimal Training and Performance Analysis of Space-Time-Frequency Coded OFDM. ICC Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias
2006	J	`jnl`	Performance of precoded OFDM with channel estimation error. IEEE Trans. Signal Process. Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias
2006	—	`conf`	Real-Time Collaborative Monitoring in Wireless Sensor Networks. ICASSP (3) Visar Berisha, Homin Kwon, Andreas Spanias
2006	C	`conf`	Real-time acoustic monitoring using wireless sensor motes. ISCAS Visar Berisha, Homin Kwon, Andreas Spanias
2006	J	`jnl`	Teach-Ware: DSP education resources. IEEE Signal Process. Mag. Andreas Spanias, James H. McClellan, Alen Docef
2005	—	`conf`	A Unified Bayesian Decision Theory Perspective to Sensor Networks. ISIC Amit S. Chhetri, Darryl Morrell, Antonia Papandreou-Suppappola, Chaitali Chakrabarti, Andreas Spanias, Jun Jason Zhang
2005	—	`conf`	Embedding Perceptual Metrics in Rate Control Algorithms. ISIC Venkatraman Atti, Andreas Spanias
2005	—	`conf`	Enhancing vocoder performance for music signals. ISCAS (4) Visar Berisha, Andreas Spanias
2005	—	`conf`	Interactive Java modules for the MPEG-1 psychoacoustic model [audio coding teaching applications]. ICASSP (5) Yu Song, Andreas Spanias, Venkatraman Atti, Visar Berisha
2005	J	`jnl`	Interactive online undergraduate laboratories using J-DSP. IEEE Trans. Educ. Andreas Spanias, Venkatraman Atti
2005	—	`conf`	PEP-based optimal training for MIMO systems in wireless channels. ICASSP (3) Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias
2005	J	`jnl`	Perceptual segmentation and component selection for sinusoidal representations of audio. IEEE Trans. Speech Audio Process. Ted Painter, Andreas Spanias
2005	—	`conf`	Rate determination based on perceptual loudness. ISCAS (2) Andreas Spanias, Venkatraman Atti
2005	—	`conf`	Speech Analysis by Estimating Perceptually Relevant Pole Locations. ICASSP (1) Venkatraman Atti, Andreas Spanias
2004	J	`jnl`	Autoregressive Modeling and Feature Analysis of DNA Sequences. EURASIP J. Adv. Signal Process. Niranjan Chakravarthy, Andreas Spanias, Leonidas D. Iasemidis, Kostas Tsakalis
2004	—	`conf`	Channel equalization using the G-Probe. ISCAS (3) Constantinos Panayiotou, Andreas Spanias, Kostas Tsakalis
2004	—	`conf`	Effect of channel estimation on pair-wise error probability in OFDM. ICASSP (4) Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias
2004	B	`conf`	On the performance of optimal training-based OFDM with channel estimation error. GLOBECOM Khawza I. Ahmed, Cihan Tepedelenlioglu, Andreas Spanias
2004	J	`jnl`	On-line signal processing using J-DSP. IEEE Signal Process. Lett. Andreas Spanias, Venkatraman Atti, Antonia Papandreou-Suppappola, Khawza I. Ahmed, Moushumi Zaman, Thrassos Thrasyvoulou
2004	—	`conf`	Web-based experiments for introducing speech recognition basics in a DSP course. ICASSP (5) Venkatraman Atti, Andreas Spanias
2003	J	`jnl`	Fast adaptive algorithms using eigenspace projections. Signal Process. N. Gopalan Nair, Andreas Spanias
2003	C	`conf`	Improved Measure of Information Flow in Coupled Nonlinear Systems. Modelling and Simulation Shivkumar Sabesan, K. Narayanan, Awadhesh Prasad, Andreas Spanias, Leonidas D. Iasemidis
2003	—	`conf`	J-DSP-Control: A Control Systems Simulation Environment. Modelling, Identification and Control Thrassos Thrasyvoulou, Kostas Tsakalis, Andreas Spanias
2003	C	`conf`	Nonlinear Noise Reduction and Predictability of Epileptic Seizures. Modelling and Simulation Rajeshkumar Venugopal, Awadhesh Prasad, K. Narayanan, Andreas Spanias, Leonidas D. Iasemidis
2003	C	`conf`	On the Use of Directed Transfer Function for Nonlinear Systems. Modelling and Simulation Balaji Veeramani, K. Narayanan, Awadhesh Prasad, Andreas Spanias, Leonidas D. Iasemidis
2003	—	`conf`	On-line laboratories for image and two-dimensional signal processing using 2D J-DSP. ICASSP (3) Muhammad Yasin, Lina J. Karam, Andreas Spanias
2003	—	`conf`	Parametric Autoregressive Modeling of DNA Sequences. Modelling, Identification and Control Niranjan Chakravarthy, Andreas Spanias, Leonidas D. Iasemidis, Kostas Tsakalis
2003	J	`jnl`	Sinusoidal Analysis-Synthesis of Audio Using Perceptual Criteria. EURASIP J. Adv. Signal Process. Ted Painter, Andreas Spanias
2002	J	`jnl`	Adaptive modified covariance algorithms for spectral analysis. Signal Process. Kyriakos Kitsios, Andreas Spanias, Bruno D. Welfert
2001	Misc	`conf`	Development of new functions and scripting capabilities in JavaA-DSP for easy creation and seamless integration of animated DSP simulations in Web courses. ICASSP Andreas Spanias, Fikre Bizuneh
2001	C	`conf`	Perceptual component selection in sinusoidal coding of audio. MMSP Ted Painter, Andreas Spanias
2001	Misc	`conf`	Perceptual segmentation and component selection in compact sinusoidal representations of audio. ICASSP Ted Painter, Andreas Spanias
2000	J	`jnl`	An improved approach to robust speech recognition using minimum error classification. Speech Commun. Min-Tau Lin, Andreas Spanias, Philipos C. Loizou
2000	Misc	`conf`	Development and evaluation of a Web-based signal and speech processing laboratory for distance learning. ICASSP Andreas Spanias, Susan Urban, Argyris Constantinou, Maya Tampi, Axel Clausen, Xiaopeng Zhang, Jeffrey A. Foutz, Georgios Stylianou
2000	J	`jnl`	Perceptual coding of digital audio. Proc. IEEE Ted Painter, Andreas Spanias
1998	Misc	`conf`	A Java signal analysis tool for signal processing experiments. ICASSP Axel Clausen, Andreas Spanias, Anand Xavier, Maya Tampi
1996	Misc	`conf`	A MATLAB software tool for the introduction of speech coding fundamentals in a DSP course. ICASSP Edward M. Painter, Andreas Spanias
1995	J	`jnl`	System identification based on bounded error constraints. IEEE Trans. Signal Process. Kostas Tsakalis, Michael E. Deisher, Andreas Spanias
1994	C	`conf`	Context-Dependent Modeling in Alphabet Recognition. ISCAS Philipos C. Loizou, Andreas Spanias
1994	C	`conf`	High Sample Rate Architectures for Block Adaptive Filters. ISCAS Srikanth Karkada, Chaitali Chakrabarti, Andreas Spanias
1993	C	`conf`	Speech processing using higher order statistics. ISCAS Ines Jebali Gdoura, Philipos C. Loizou, Andreas Spanias
1992	Misc	`conf`	Block time and frequency domain modified covariance algorithms. ICASSP Andreas Spanias, Gim Lim, Philipos C. Loizou, Michael E. Deisher