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ORCIDACM Computing Surveys, Volume 55
Volume 55, Number 1, January 2023
- Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation. 1:1-1:35 - Kinza Sarwar, Sira Yongchareon, Jian Yu, Saeed Ur Rehman
:
A Survey on Privacy Preservation in Fog-Enabled Internet of Things. 2:1-2:39 - Fabrizio Cicala, Weicheng Wang, Tianhao Wang, Ninghui Li, Elisa Bertino, Faming Liang, Yang Yang:
PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols. 3:1-3:36 - Rodolfo Ipolito Meneguette, Robson E. De Grande, Jo Ueyama, Geraldo P. Rocha Filho, Edmundo R. M. Madeira:
Vehicular Edge Computing: Architecture, Resource Management, Security, and Challenges. 4:1-4:46 - Chao Yu, Jiming Liu, Shamim Nemati, Guosheng Yin:
Reinforcement Learning in Healthcare: A Survey. 5:1-5:36 - Fan Xu, Victor S. Sheng, Mingwen Wang:
A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey. 6:1-6:33 - Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo:
A Survey on Deep Learning for Human Mobility. 7:1-7:44 - Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt:
Adversarial Machine Learning in Image Classification: A Survey Toward the Defender's Perspective. 8:1-8:38 - Abhishek Hazra, Mainak Adhikari, Tarachand Amgoth, Satish Narayana Srirama:
A Comprehensive Survey on Interoperability for IIoT: Taxonomy, Standards, and Future Directions. 9:1-9:35 - Claudio Daniel Tenorio de Barros, Matheus R. F. Mendonça, Alex Borges Vieira, Artur Ziviani:
A Survey on Embedding Dynamic Graphs. 10:1-10:37 - Viktor Rosenfeld, Sebastian Breß, Volker Markl:
Query Processing on Heterogeneous CPU/GPU Systems. 11:1-11:38 - Giannis Bekoulis, Christina Papagiannopoulou, Nikos Deligiannis:
A Review on Fact Extraction and Verification. 12:1-12:35 - Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma:
Deep Learning-based Face Super-resolution: A Survey. 13:1-13:36 - Wenbo Ge, Pooia Lalbakhsh, Leigh Isai, Artem Lenskiy, Hanna Suominen:
Neural Network-Based Financial Volatility Forecasting: A Systematic Review. 14:1-14:30 - Deqiang Li, Qianmu Li, Yanfang (Fanny) Ye, Shouhuai Xu:
Arms Race in Adversarial Malware Detection: A Survey. 15:1-15:35 - Roberto Amadini:
A Survey on String Constraint Solving. 16:1-16:38 - Christopher Brant, Prakash Shrestha, Benjamin Mixon-Baca, Kejun Chen, Said Varlioglu, Nelly Elsayed, Yier Jin, Jedidiah R. Crandall, Daniela Oliveira:
Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking. 17:1-17:33 - Alison Fernandez-Blanco, Alexandre Bergel, Juan Pablo Sandoval Alcocer:
Software Visualizations to Analyze Memory Consumption: A Literature Review. 18:1-18:34 - Saed Alrabaee, Mourad Debbabi, Lingyu Wang:
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features. 19:1-19:41 - Yupeng Hu, Wenxin Kuang, Zheng Qin, Kenli Li, Jiliang Zhang, Yansong Gao, Wenjia Li, Keqin Li:
Artificial Intelligence Security: Threats and Countermeasures. 20:1-20:36 - Alessio Rugo, Claudio A. Ardagna, Nabil El Ioini:
A Security Review in the UAVNet Era: Threats, Countermeasures, and Gap Analysis. 21:1-21:35 - Huacheng Li, Chunhe Xia, Tianbo Wang, Sheng Wen, Chao Chen, Yang Xiang:
Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques. 22:1-22:51 - Thanh Tuan Nguyen, Thanh Phuong Nguyen:
A Comprehensive Taxonomy of Dynamic Texture Representation. 23:1-23:39
Volume 55, Number 2, March 2023
- Federico Ciccozzi, Lorenzo Addazi, Sara Abbaspour Asadollah, Björn Lisper, Abu Naser Masud, Saad Mubeen:
A Comprehensive Exploration of Languages for Parallel Computing. 24:1-24:39 - Zhao-Rong Lai, Haisheng Yang:
A Survey on Gaps between Mean-Variance Approach and Exponential Growth Rate Approach for Portfolio Optimization. 25:1-25:36 - Ananya B. Sai, Akash Kumar Mohankumar, Mitesh M. Khapra:
A Survey of Evaluation Metrics Used for NLG Systems. 26:1-26:39 - Manzoor Ahmed Khan, Hesham El-Sayed, Sumbal Malik, Muhammad Talha Zia, Muhammad Jalal Khan, Najla Alkaabi, Henry Alexander Ignatious:
Level-5 Autonomous Driving - Are We There Yet? A Review of Research Literature. 27:1-27:38 - Oluwamayowa Ade Adeleke, Nicholas Bastin, Deniz Gurkan:
Network Traffic Generation: A Survey and Methodology. 28:1-28:23 - Breno G. S. Costa, João Bachiega Jr., Leonardo Rebouças de Carvalho, Aletéia P. F. Araújo:
Orchestration in Fog Computing: A Comprehensive Survey. 29:1-29:34 - Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
Video Generative Adversarial Networks: A Review. 30:1-30:25 - Libing Deng, Guoqi Xie, Hong Liu, Yunbo Han, Renfa Li, Keqin Li:
A Survey of Real-Time Ethernet Modeling and Design Methodologies: From AVB to TSN. 31:1-31:36 - Omar Hasan, Lionel Brunie, Elisa Bertino:
Privacy-Preserving Reputation Systems Based on Blockchain and Other Cryptographic Building Blocks: A Survey. 32:1-32:37 - Tabinda Sarwar, Sattar Seifollahi, Jeffrey Chan, Xiuzhen Zhang, Vural Aksakalli, Irene Lena Hudson, Karin Verspoor, Lawrence Cavedon:
The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges. 33:1-33:40 - Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro A. Passos, Rafael Gonçalves Pires, Daniel Felipe Silva Santos, Lucas Pascotti Valem, Thierry Pinheiro Moreira, Marcos Cleison S. Santana, Mateus Roder, João Paulo Papa, Danilo Colombo:
Gait Recognition Based on Deep Learning: A Survey. 34:1-34:34 - Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu:
Biomedical Question Answering: A Survey of Approaches and Challenges. 35:1-35:36 - Yiqun Xie, Shashi Shekhar, Yan Li:
Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey. 36:1-36:38 - José Alemany, Elena del Val, Ana García-Fornes:
A Review of Privacy Decision-making Mechanisms in Online Social Networks. 37:1-37:32 - Jingya Zhou, Ling Liu, Wenqi Wei, Jianxi Fan:
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding. 38:1-38:35 - Davinder Kaur, Suleyman Uslu, Kaley J. Rittichier, Arjan Durresi:
Trustworthy Artificial Intelligence: A Review. 39:1-39:38 - Conor Fahy, Shengxiang Yang, Mario Gongora:
Scarcity of Labels in Non-Stationary Data Streams: A Survey. 40:1-40:39 - José Marcelo Fernandes, Jorge Sá Silva, André Rodrigues, Fernando Boavida:
A Survey of Approaches to Unobtrusive Sensing of Humans. 41:1-41:28 - David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio:
Tackling Climate Change with Machine Learning. 42:1-42:96 - Shallu Sharma, Pravat Kumar Mandal:
A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data. 43:1-43:44 - Ankur O. Bang, Udai Pratap Rao, Pallavi Kaliyar, Mauro Conti:
Assessment of Routing Attacks and Mitigation Techniques with RPL Control Messages: A Survey. 44:1-44:36
Volume 55, Number 3, April 2023
- Sanjay Kumar Anand, Suresh Kumar:
Experimental Comparisons of Clustering Approaches for Data Representation. 45:1-45:33 - Tasniem Nasser Al-Yahya, Mohamed El Bachir Menai, Hassan Mathkour:
On the Structure of the Boolean Satisfiability Problem: A Survey. 46:1-46:34 - Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges. 47:1-47:37 - Tukaram Muske, Alexander Serebrenik:
Survey of Approaches for Postprocessing of Static Analysis Alarms. 48:1-48:39 - Danula Hettiachchi, Vassilis Kostakos, Jorge Gonçalves:
A Survey on Task Assignment in Crowdsourcing. 49:1-49:35 - Raj Mohan Singh, Lalit Kumar Awasthi, Geeta Sikka:
Towards Metaheuristic Scheduling Techniques in Cloud and Fog: An Extensive Taxonomic Review. 50:1-50:43 - Dana Pessach, Erez Shmueli:
A Review on Fairness in Machine Learning. 51:1-51:44 - Chenning Li, Zhichao Cao:
LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey. 52:1-52:36 - Alexander Plopski, Teresa Hirzle, Nahal Norouzi, Long Qian, Gerd Bruder, Tobias Langlotz:
The Eye in Extended Reality: A Survey on Gaze Interaction and Eye Tracking in Head-worn Extended Reality. 53:1-53:39 - Nan Wu, Yuan Xie:
A Survey of Machine Learning for Computer Architecture and Systems. 54:1-54:39 - Thomas Reisinger, Isabel Wagner, Eerke A. Boiten:
Security and Privacy in Unified Communication. 55:1-55:36 - Ruiqi Li, Xiang Zhao, Marie-Francine Moens:
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View. 56:1-56:42 - Huan Li, Hua Lu, Christian S. Jensen, Bo Tang, Muhammad Aamir Cheema:
Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects. 57:1-57:41 - Dina G. Mahmoud, Vincent Lenders, Mirjana Stojilovic:
Electrical-Level Attacks on CPUs, FPGAs, and GPUs: Survey and Implications in the Heterogeneous Era. 58:1-58:40 - Jacopo Soldani, Antonio Brogi:
Anomaly Detection and Failure Root Cause Analysis in (Micro) Service-Based Cloud Applications: A Survey. 59:1-59:39 - Dinh C. Nguyen, Quoc-Viet Pham, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne, Zihuai Lin, Octavia A. Dobre, Won-Joo Hwang:
Federated Learning for Smart Healthcare: A Survey. 60:1-60:37 - Anna Berenberg, Brad Calder:
Deployment Archetypes for Cloud Applications. 61:1-61:48 - Voica Gavrilut, Aleksander Pruski, Michael Stübert Berger:
Constructive or Optimized: An Overview of Strategies to Design Networks for Time-Critical Applications. 62:1-62:35 - Susanne Barth, Dan Ionita, Pieter H. Hartel:
Understanding Online Privacy - A Systematic Review of Privacy Visualizations and Privacy by Design Guidelines. 63:1-63:37 - Longbing Cao:
AI in Finance: Challenges, Techniques, and Opportunities. 64:1-64:38
Volume 55, Number 4, May 2023
- Gianni Brauwers, Flavius Frasincar:
A Survey on Aspect-Based Sentiment Classification. 65:1-65:37 - Jared Willard, Xiaowei Jia, Shaoming Xu, Michael S. Steinbach, Vipin Kumar:
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems. 66:1-66:37 - Daniel Soares Santos, Brauner R. N. Oliveira, Rick Kazman, Elisa Yumi Nakagawa:
Evaluation of Systems-of-Systems Software Architectures: State of the Art and Future Perspectives. 67:1-67:35 - Thiago L. T. da Silveira, Paulo G. L. Pinto, Jeffri Murrugarra-Llerena, Cláudio R. Jung:
3D Scene Geometry Estimation from 360° Imagery: A Survey. 68:1-68:39 - Alessio Ferrari, Maurice H. ter Beek:
Formal Methods in Railways: A Systematic Mapping Study. 69:1-69:37 - Youyang Qu, Md. Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, John Yearwood:
Blockchain-enabled Federated Learning: A Survey. 70:1-70:35 - Marios Evangelos Kanakis, Ramin Khalili, Lin Wang:
Machine Learning for Computer Systems and Networking: A Survey. 71:1-71:36 - Javier Troya, Sergio Segura, Lola Burgueño, Manuel Wimmer:
Model Transformation Testing and Debugging: A Survey. 72:1-72:39 - Arif Husen, Muhammad Hasanain Chaudary, Farooq Ahmad:
A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions. 73:1-73:61 - Yingan Cui, Xue Li, Junhuai Li, Huaijun Wang, Xiaogang Chen:
A Survey of Sampling Method for Social Media Embeddedness Relationship. 74:1-74:39 - Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet:
A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams. 75:1-75:42 - Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao:
Evolutionary Dynamic Multi-objective Optimisation: A Survey. 76:1-76:47 - Rabindra Lamsal, Aaron Harwood, Maria Rodriguez Read:
Socially Enhanced Situation Awareness from Microblogs Using Artificial Intelligence: A Survey. 77:1-77:38 - Krishna Teja Chitty-Venkata, Arun K. Somani:
Neural Architecture Search Survey: A Hardware Perspective. 78:1-78:36 - Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen:
EEG Based Emotion Recognition: A Tutorial and Review. 79:1-79:57 - Wu Liu, Qian Bao, Yu Sun, Tao Mei:
Recent Advances of Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective. 80:1-80:41 - Zhaoxin Fan, Yazhi Zhu, Yulin He, Qi Sun, Hongyan Liu, Jun He:
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview. 81:1-81:40 - Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden:
D'ya Like DAGs? A Survey on Structure Learning and Causal Discovery. 82:1-82:36 - Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel:
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. 83:1-83:36 - Chen Yan, Xiaoyu Ji, Kai Wang, Qinhong Jiang, Zizhi Jin, Wenyuan Xu:
A Survey on Voice Assistant Security: Attacks and Countermeasures. 84:1-84:36 - Elena Almaraz Luengo:
Gamma Pseudo Random Number Generators. 85:1-85:33 - Anubhab Baksi, Shivam Bhasin, Jakub Breier, Dirmanto Jap, Dhiman Saha:
A Survey on Fault Attacks on Symmetric Key Cryptosystems. 86:1-86:34
Volume 55, Number 5, June 2023
- Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik:
Mitigating Bias in Algorithmic Systems - A Fish-eye View. 87:1-87:37 - Jiang Xiao, Huichuwu Li, Minrui Wu, Hai Jin, M. Jamal Deen, Jiannong Cao:
A Survey on Wireless Device-free Human Sensing: Application Scenarios, Current Solutions, and Open Issues. 88:1-88:35 - Yuan He, Xiuzhen Guo, Xiaolong Zheng, Zihao Yu, Jia Zhang, Haotian Jiang, Xin Na, Jiacheng Zhang:
Cross-Technology Communication for the Internet of Things: A Survey. 89:1-89:29 - Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia:
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges. 90:1-90:30 - Quim Motger, Xavier Franch, Jordi Marco:
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges. 91:1-91:42 - George A. Vouros:
Explainable Deep Reinforcement Learning: State of the Art and Challenges. 92:1-92:39 - Bushra Alhijawi, Arafat Awajan, Salam Fraihat:
Survey on the Objectives of Recommender Systems: Measures, Solutions, Evaluation Methodology, and New Perspectives. 93:1-93:38 - Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid:
Generative Adversarial Networks for Face Generation: A Survey. 94:1-94:37 - Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera:
A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations. 95:1-95:29 - Manal AlAmir, Manal Al Ghamdi:
The Role of Generative Adversarial Network in Medical Image Analysis: An In-depth Survey. 96:1-96:36 - Shiwen Wu, Fei Sun, Wentao Zhang, Xu Xie, Bin Cui:
Graph Neural Networks in Recommender Systems: A Survey. 97:1-97:37 - Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi:
A Leap among Quantum Computing and Quantum Neural Networks: A Survey. 98:1-98:37 - Pedro Cruz, Nadjib Achir, Aline Carneiro Viana:
On the Edge of the Deployment: A Survey on Multi-access Edge Computing. 99:1-99:34 - Triet Huynh Minh Le, Huaming Chen, Muhammad Ali Babar:
A Survey on Data-driven Software Vulnerability Assessment and Prioritization. 100:1-100:39 - Darren Yates, Md Zahidul Islam:
Data Mining on Smartphones: An Introduction and Survey. 101:1-101:38 - Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng:
Multi-document Summarization via Deep Learning Techniques: A Survey. 102:1-102:37 - Julia El Zini, Mariette Awad:
On the Explainability of Natural Language Processing Deep Models. 103:1-103:31 - Hansoo Lee, Joonyoung Park, Uichin Lee:
A Systematic Survey on Android API Usage for Data-driven Analytics with Smartphones. 104:1-104:38 - Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic:
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. 105:1-105:37 - Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio:
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs. 106:1-106:48 - Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim:
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. 107:1-107:37 - Trivikram Muralidharan, Aviad Cohen, Noa Gerson, Nir Nissim:
File Packing from the Malware Perspective: Techniques, Analysis Approaches, and Directions for Enhancements. 108:1-108:45
Volume 55, Number 6, July 2023
- Yi Tay, Mostafa Dehghani, Dara Bahri, Donald Metzler:
Efficient Transformers: A Survey. 109:1-109:28 - Mahdi Fahmideh, John C. Grundy, Aakash Ahmad, Jun Shen, Jun Yan, Davoud Mougouei, Peng Wang, Aditya Ghose, Anuradha Gunawardana, Uwe Aickelin, Babak Abedin:
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions. 110:1-110:44 - Binglei Guo, Jiong Yu, Dexian Yang, Hongyong Leng, Bin Liao:
Energy-Efficient Database Systems: A Systematic Survey. 111:1-111:53 - Shanto Roy, Nazia Sharmin, Jaime C. Acosta, Christopher Kiekintveld, Aron Laszka:
Survey and Taxonomy of Adversarial Reconnaissance Techniques. 112:1-112:38 - Dan Xia, Chun Jiang, Jiafu Wan, Jiong Jin, Victor C. M. Leung, Miguel Martínez-García:
Heterogeneous Network Access and Fusion in Smart Factory: A Survey. 113:1-113:31 - Andrei Paleyes, Raoul-Gabriel Urma, Neil D. Lawrence:
Challenges in Deploying Machine Learning: A Survey of Case Studies. 114:1-114:29 - Guilherme Gonçalves, Hugo Coelho, Pedro Monteiro, Miguel Melo, Maximino Bessa:
Systematic Review of Comparative Studies of the Impact of Realism in Immersive Virtual Experiences. 115:1-115:36 - Alexander Schäfer, Gerd Reis, Didier Stricker:
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems. 116:1-116:27 - Meike Zehlike, Ke Yang, Julia Stoyanovich:
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems. 117:1-117:41 - Meike Zehlike, Ke Yang, Julia Stoyanovich:
Fairness in Ranking, Part I: Score-Based Ranking. 118:1-118:36 - Hakan Erdogmus:
Bayesian Hypothesis Testing Illustrated: An Introduction for Software Engineering Researchers. 119:1-119:28 - Luke K. Topham, Wasiq Khan,