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    Journal: IEEE Signal Process. Mag.

    Volume 39, Issue 6

    3 -- 84Christian Jutten. Scientific Integrity: A Duty for Researchers [From the Editor]
    4 -- 5Athina P. Petropulu. Starting the Ethics Discussion in Our Community [President's Message]
    6 -- 9John Edwards. Signal Processing at the Epicenter of Ground-Shaking Research: Researchers turn to signal processing to minimize earthquake damage, rescue victims, and perhaps even provide advance warnings [Special Reports]
    10 -- 17Xinhao Wang, Shuai Yang 0001, Wenjing Wang 0001, Jiaying Liu 0001. Artistic Text Style Transfer: An overview of state-of-the-art methods and datasets [SP Forum]
    18 -- 52Lei Cheng 0003, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang. Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling
    53 -- 72Daniel Romero 0004, Seung-Jun Kim. Radio Map Estimation: A data-driven approach to spectrum cartography
    73 -- 84Luigi Longobardi, Tony VenGraitis, Christian Jutten. Scientific Integrity and Misconduct in Publications: Guidance from the IEEE Publishing Ethics Team [SP Forum]
    76 -- 84Kai Wu 0004, J. Andrew Zhang, Y. Jay Guo. Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]
    85 -- 88Lorenzo Picinali, Brian FG Katz, Michele Geronazzo, Piotr Majdak, Arcadio Reyes-Lecuona, Alessandro Vinciarelli. The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]

    Volume 39, Issue 5

    3 -- 4Christian Jutten. Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]
    5 -- 7Athina P. Petropulu. Memories From a Historic, Hybrid, Distributed ICASSP [President's Message]
    8 -- 9Ahmed H. Tewfik. Election of Regional Directors-at-Large and Members-at-Large [Society News]
    10 -- 17Romain Couillet, Denis Trystram, Thierry Ménissier. The Submerged Part of the AI-Ceberg [Perspectives]
    18 -- 20John Edwards. Applying Signal Processing to Opposite Sides of Imaging: Separate European research projects are focusing on aspects of completely real and entirely fake images [Special Reports]
    22 -- 41Jacob Chakareski, Mahmudur Khan 0002, Murat Yuksel. Toward Enabling Next-Generation Societal Virtual Reality Applications for Virtual Human Teleportation: A novel future system concept and computation-communication-signal representation trade-offs
    42 -- 62Sara Helal, Hadi Sarieddeen, Hayssam Dahrouj, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini. Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview
    63 -- 70Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic. Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]
    70 -- 76David Shiung. A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]
    77 -- 84Pushpendra Singh 0002, Amit Singhal 0002, Binish Fatimah, Anubha Gupta, Shiv Dutt Joshi. Proper Definitions of Dirichlet Conditions and Convergence of Fourier Representations [Lecture Notes]
    85 -- 92Petre Stoica, Xiaolei Shang, Yuanbo Cheng. The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]

    Volume 39, Issue 4

    3 -- 4Christian Jutten. Trusting in the Sciences Requires Explainability [From the Editor]
    5 -- 7Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother. Interpretability, Reproducibility, and Replicability [From the Guest Editors]
    8 -- 24Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar. Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness
    25 -- 39Selin Aviyente, Abdullah Karaaslanli. Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection
    40 -- 58Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Grégoire Montavon. Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective
    59 -- 72Ghassan Alregib, Mohit Prabhushankar. Explanatory Paradigms in Neural Networks: Towards relevant and contextual explanations
    73 -- 84Ian E. Nielsen, Dimah Dera, Ghulam Rasool 0001, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya. Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks
    85 -- 95Payel Das, Lav R. Varshney. Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts
    96 -- 106Tin Kam Ho, Yen Fu Luo, Rodrigo Capobianco Guido. Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works
    107 -- 118Rongtao Jiang, Choong-Wan Woo, Shile Qi, Jing Wu, Jing Sui. Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging
    119 -- 129Rami Mochaourab, Arun Venkitaraman, Isak Samsten, Panagiotis Papapetrou, Cristian R. Rojas. Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective
    130 -- 137Leonid V. Moroz, Volodymyr Samotyy, Zbigniew Kokosinski, Pawel Gepner. Simple Multiple Precision Algorithms for Exponential Functions [Tips & Tricks]
    138 -- 139Berkan Dulek. Corrections and Comments on "An Efficient Algorithm for Maneuvering Target Tracking" [Corrections and Comments]

    Volume 39, Issue 3

    3 -- 4Christian Jutten. Ethical Dilemmas in the Sciences [From the Editor]
    5 -- 6Athina P. Petropulu. On Dual-Use Information Technology [President's Message]
    10 -- 13John Edwards. Fire, Water, and Signal Processing: Researchers are turning to signal processing to help them address challenges posed by two of the planet's fundamental forces [Special Reports]
    14 -- 41Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor. Federated Learning: A signal processing perspective
    42 -- 62Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales. Self-Supervised Representation Learning: Introduction, advances, and challenges
    63 -- 89Rishabh Gupta, Jianjun He 0001, Rishabh Ranjan, Woon-Seng Gan, Florian Klein 0003, Christian Schneiderwind, Annika Neidhardt, Karlheinz Brandenburg, Vesa Välimäki. Augmented/Mixed Reality Audio for Hearables: Sensing, control, and rendering
    90 -- 96Zafar Rafii. The Constant-Q Harmonic Coefficients: A timbre feature designed for music signals [Lecture Notes]
    97 -- 104Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Björn E. Ottersten. Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable propagation, channel hardening, and rank deficiency [Lecture Notes]
    105 -- 114Arman Kheirati Roonizi. Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]
    115 -- 120Krzysztof Duda, Tomasz P. Zielinski. The Polyphase Prony Method [Tips & Tricks]
    121 -- 129Shuangjun Liu, Xiaofei Huang, Lucio Marcenaro, Sarah Ostadabbas. Privacy-Preserving in-Bed Human Pose Estimation: Highlights from the IEEE Video and Image Processing Cup 2021 Student Competition [SP Competitions]
    130 -- 134Lucas A. Thomaz, Sérgio M. M. Faria, Luis M. N. Tavora, Lucio Marcenaro. Automatic Medical Image Diagnosis: Highlights from the 2021 IEEE 5-Minute Video Clip Contest [SP Competitions]

    Volume 39, Issue 2

    3 -- 13Christian Jutten. Balancing Artificial and Natural Intelligence [From the Editor]
    4 -- 5Athina P. Petropulu. The IEEE Signal Processing Society Needs Your Talent - Become an SPS Volunteer [President's Message]
    14 -- 16John Edwards. Signal Processing Supports Robotic Innovation: Robots are on a roll as new designs and capabilities open the door to fresh applications [Special Reports]
    17 -- 23Raghavendra G. Kulkarni. Synthesis of Fast-Decaying Window Functions [Lecture Notes]
    24 -- 26Erik Meijering, Vince D. Calhoun, Gloria Menegaz, David J. Miller 0001, Jong Chul Ye. Deep Learning in Biological Image and Signal Processing [From the Guest Editors]
    28 -- 44Mehmet Akçakaya, Burhaneddin Yaman, Hyungjin Chung, Jong Chul Ye. Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective
    45 -- 57Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar. Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results
    58 -- 72Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti. Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches
    73 -- 86Virginie Uhlmann, Laurène Donati, Daniel Sage. A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices
    87 -- 98Weizheng Yan, Gang Qu 0002, Wenxing Hu, Anees Abrol, Biao Cai, Chen Qiao, Sergey M. Plis, Yu-Ping Wang 0002, Jing Sui, Vince D. Calhoun. Deep Learning in Neuroimaging: Promises and challenges
    99 -- 116Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Ahmed M. A. Salih, Petia Radeva, Silvia Francesca Storti, Gloria Menegaz. Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges
    117 -- 134Xun Chen 0001, Chang Li 0001, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang 0001. Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey
    135 -- 158Emil Björnson, Henk Wymeersch, Bho Matthiesen, Petar Popovski, Luca Sanguinetti, Elisabeth de Carvalho. Reconfigurable Intelligent Surfaces: A signal processing perspective with wireless applications
    159 -- 160Haizhou Li 0001. A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]

    Volume 39, Issue 1

    3 -- 11Christian Jutten. Ethical and Ecological Issues in Signal Processing [From the Editor]
    4 -- 5Ahmed H. Tewfik. An Existential Question [President's Message]
    5 -- 6Athina P. Petropulu. Signal Processing in Our Digital Era [President's Message]
    7 -- 15Ali H. Sayed. 2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]
    8 -- 11John Edwards. Signal Processing Underpins Advances in Medical Diagnostics and Treatments: New signal processing-supported technologies benefit both physicians and patients [Special Reports]
    12 -- 15Mary L. Comer, Jeff P. Simmons, Steve Niezgoda, Charles A. Bouman, Benjamin Berkels. Signal Processing for Advanced Materials [From the Guest Editors]
    16 -- 24Mary L. Comer, Jeff P. Simmons. The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers
    25 -- 31Philipp M. Pelz, Ian Johnson, Colin Ophus, Peter Ercius, Mary C. Scott. Real-Time Interactive 4D-STEM Phase-Contrast Imaging From Electron Event Representation Data: Less computation with the right representation
    32 -- 43S. V. Venkatakrishnan 0001, K. Aditya Mohan, Amirkoushyar Ziabari, Charles A. Bouman. Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches
    44 -- 54Doga Gürsoy, Yu-chen Karen Chen-Wiegart, Chris Jacobsen. Lensless X-Ray Nanoimaging: Revolutions and opportunities
    55 -- 67Péter Kovács, Bernhard Lehner, Gregor Thummerer, Günther Mayr, Peter Burgholzer, Mario Huemer. Surfing Virtual Waves to Thermal Tomography: From model- to deep learning-based reconstructions
    68 -- 77Khemraj Shukla, Ameya D. Jagtap, James L. Blackshire, Daniel Sparkman, George Em Karniadakis. A Physics-Informed Neural Network for Quantifying the Microstructural Properties of Polycrystalline Nickel Using Ultrasound Data: A promising approach for solving inverse problems
    78 -- 88Lan Fu, Hongkai Yu, Xiaoguang Li, Craig P. Przybyla, Song Wang 0002. Deep Learning for Object Detection in Materials-Science Images: A tutorial
    89 -- 103Josh Kacher, Yao Xie 0002, Sven P. Voigt, Shixiang Zhu, Henry Shaowu Yuchi, Jordan Key, Surya R. Kalidindi. In Situ Transmission Electron Microscopy: Signal processing challenges and examples
    104 -- 108Chandler A. Becker, James A. Warren. Progress in Materials Data Availability and Application: A review
    109 -- 116Federica Lago, Cecilia Pasquini, Rainer Böhme, Hélène Dumont, Valérie Goffaux, Giulia Boato. More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]
    118 -- 125Petre Stoica, Xiaolei Shang, Yuanbo Cheng. The Cramér-Rao Bound for Signal Parameter Estimation From Quantized Data [Lecture Notes]
    126 -- 131Emil Björnson, Lucio Marcenaro. Configuring an Intelligent Reflecting Surface for Wireless Communications: Highlights from the 2021 IEEE Signal Processing Cup student competition [SP Competitions]
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