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ORCID2nd AII 2022: Reggio Calabria, Italy
- Mufti Mahmud
, Cosimo Ieracitano, M. Shamim Kaiser, Nadia Mammone, Francesco Carlo Morabito:
Applied Intelligence and Informatics - Second International Conference, AII 2022, Reggio Calabria, Italy, September 1-3, 2022, Proceedings. Communications in Computer and Information Science 1724, Springer 2022, ISBN 978-3-031-24800-9 [contents]
Emerging Applications of AI and Informatics
- Guanghui Hua, G. Hemantha Kumar, V. N. Manjunath Aradhya:
A Hybrid Speed and Radial Distance Feature Descriptor Using Optical Flow Approach in HAR. 3-13 - Mario Versaci, Giovanni Angiulli, Fabio La Foresta, Paolo Crucitti, Filippo Laganá, Diego Pellicanò, Annunziata Palumbo:
Innovative Soft Computing Techniques for the Evaluation of the Mechanical Stress State of Steel Plates. 14-28 - Valentina Lucaferri, Martina Radicioni, Francesco De Lia, Antonino Laudani, Roberto Lo Presti, Gabriele Maria Lozito, Francesco Riganti Fulginei, Massimo Panella, Riccardo Schioppo:
An Indirect Approach to Forecast Produced Power on Photovoltaic Plants Under Uneven Shading Conditions. 29-43 - Antonio Borelli, Fanny Spagnolo, Raffaele Gravina, Fabio Frustaci:
An FPGA-Based Hardware Accelerator for the k-Nearest Neighbor Algorithm Implementation in Wearable Embedded Systems. 44-56 - Roman Huzyuk, Fanny Spagnolo, Fabio Frustaci:
Designing Low-Power and High-Speed FPGA-Based Binary Decision Tree Hardware Accelerators. 57-72 - Luigi Bibbò, Massimo Merenda, Riccardo Carotenuto, Vincenzo Francesco Romeo, Francesco Giuseppe Della Corte:
MEMS and AI for the Recognition of Human Activities on IoT Platforms. 73-89 - Carlo Aironi, Samuele Cornell, Stefano Squartini:
Tackling the Linear Sum Assignment Problem with Graph Neural Networks. 90-101 - Pranta Biswas, Fahmida Islam Ireen, Fairooz Ahsan Nawar, Maisha Tabassum, Muhammad Arifur Rahman, Mufti Mahmud, M. Shamim Kaiser, David J. Brown:
A Nonparametric Model for Forecasting Life Expectancy at Birth Using Gaussian Process. 102-116 - Pasquale Fotia, Massimiliano Ferrara:
Optimized Layout: A Genetic Algorithm for Industrial and Business Application. 117-126
Application of AI and Informatics in Healthcare
- Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone:
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. 129-143 - Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Massimo Midiri, Salvatore Vitabile:
ML-Based Radiomics Analysis for Breast Cancer Classification in DCE-MRI. 144-158 - Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco Carlo Morabito:
Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps. 159-173 - Sara Karim, Muhammed J. A. Patwary, Mohammad Shahadat Hossain, Karl Andersson:
A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC). 174-185 - Farzana Islam Adiba, Mohammad Zahidur Rahman:
Machine Learning Models to Analyze the Effect of Drugs on Neonatal-ICU Length of Stay. 186-204 - Mainak Adak, Aayushman Chatterjee, Nilanjana Dutta Roy, Mufti Mahmud:
iConDet2: An Improved Conjunctivitis Detection Portable Healthcare App Powered by Artificial Intelligence. 205-218 - Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian:
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease. 219-230 - Samuel Sutton, Mufti Mahmud, Rishi Singh, Luis Yovera:
Identification of Crown and Rump in First-Trimester Ultrasound Images Using Deep Convolutional Neural Network. 231-247 - M. S. Thejaswini, G. Hemantha Kumar, V. N. Manjunath Aradhya:
A Pyramidal Approach for Emotion Recognition from EEG Signals. 248-259 - Kuryati Kipli, Aisya Amelia Abdul Latip, Kasumawati Lias, Norazlina Bateni, Salmah Mohamad Yusoff, Jamaah Suud, Muhammad Arif Jalil, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud:
Evaluation of Galvanic Skin Response (GSR) Signals Features for Emotion Recognition. 260-274
Application of AI and Informatics in Pattern Recognition
- Tapotosh Ghosh, Md. Hasan Al Banna, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Shaobao Li, Nelishia Pillay:
A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images. 277-292 - Federico Candela, Francesco Carlo Morabito, Carmen Francesca Zagaria:
Television Programs Classification via Deep Learning Approach Using SSMI-CNN. 293-307 - Lutfun Nahar, Nanziba Basnin, Sirazum Nadia Hoque, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson:
A Hybrid Deep Learning System to Detect Face-Mask and Monitor Social Distance. 308-319 - Gennaro Raimo, Michele Buonanno, Massimiliano Conson, Gennaro Cordasco, Marcos Faúndez-Zanuy, Gavin McConvey, Stefano Marrone, Fiammetta Marulli, Alessandro Vinciarelli, Anna Esposito:
Handwriting and Drawing for Depression Detection: A Preliminary Study. 320-332 - Marialucia Cuciniello, Terry Amorese, Gennaro Cordasco, Stefano Marrone, Fiammetta Marulli, Filippo Cavallo, Olga Gordeeva, Zoraida Callejas Carrión, Anna Esposito:
Identifying Synthetic Voices' Qualities for Conversational Agents. 333-346 - Mariantonia Cotronei, Sofia Giuffrè, Attilio Marcianò, Domenico Rosaci, Giuseppe M. L. Sarnè:
Identifying Colluding Actors in Social Communities by Reputation Measures. 347-359 - Giulia Tanoni, Emanuele Principi, Luigi Mandolini, Stefano Squartini:
Weakly Supervised Transfer Learning for Multi-label Appliance Classification. 360-375 - Terry Amorese, Gennaro Cordasco, Giovanni D'Angelo, Maria Stella de Biase, Michele Di Giovanni, Anna Esposito, Claudia Greco, Stefano Marrone, Fiammetta Marulli, Laura Verde:
Toward an Interoperable Catalogue of Multimodal Depression-Related Data. 376-390 - Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo P. Mandic, Francesco Carlo Morabito:
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. 391-403 - Federico Succetti, Antonello Rosato, Massimo Panella:
Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks. 404-418 - Julia Noce, Gianella Chantong, Gustavo Jauregui, Roberto Mogami, Alexandra Monteiro, Karla Figueiredo, Marley M. B. R. Vellasco:
Applied Enhanced Q-NAS for COVID-19 Detection in CT Images. 419-433
Application of AI and Informatics in Network, Security, and Analytics
- Michela Cantarini, Leonardo Gabrielli, Lucia Migliorelli, Adriano Mancini, Stefano Squartini:
Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars. 437-451 - K. Shayekh Ebne Mizan, M. Shamim Kaiser, Shamim Al Mamun, Milon Biswas, Nusrat Zerin Zenia, Mufti Mahmud, Abzetdin Z. Adamov:
Indoor Positioning and Navigation Using Bluetooth Low Energy and Cloud Service in Healthcare Perspective. 452-466 - Valentina Mallamaci, Massimiliano Ferrara:
Science Parks Externalities on Financial Performance of Small Firms Through Business Intelligence Tools. 467-477 - Asmau Wali, Oluwasegun Apejoye, Thejavathy Raja, Jun He, Xiaoqi Ma:
A Novel Approach to Identifying DDoS Traffic in the Smart Home Network via Exploratory Data Analysis. 478-498 - Muhammad R. Ahmed, Thirein Myo, Badar Al Baroomi, M. H. Marhaban, M. Shamim Kaiser, Mufti Mahmud:
A Novel Framework to Detect Anomalous Nodes to Secure Wireless Sensor Networks. 499-510 - Steffen Brauer, Marco Fisichella, Gianluca Lax, Carlo Romeo, Antonia Russo:
A Graph-Based Approach to Detect Anomalies Based on Shared Attribute Values. 511-522
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