1. Home
  2. Proceedings
  3. SMARTCOMP
  4. SMARTCOMP 2024
Default Cover Image

2024 IEEE International Conference on Smart Computing (SMARTCOMP)

June 29 2024 to July 2 2024

Osaka, Japan

ISBN: 979-8-3503-4994-8

Table of Contents

ProceedingsFreely available from IEEE.pp. 1-1
Copyright PageFreely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. iv-xiii
Message from the General and TPC Co-Chairs; SMARTCOMP 2024Freely available from IEEE.pp. xiv-xv
by Franca Delmastro, Hayato Yamana, Dario Bruneo, Dirk Pesch
Message from the SSC 2024 Co-ChairsFreely available from IEEE.pp. xvi-xvi
Message from the SmartAgr 2024 Co-ChairsFreely available from IEEE.pp. xvii-xviii
Message from the SmartSys 2024 Co-Chairs and Technical Program Co-ChairsFreely available from IEEE.pp. xix-xix
Message from the DM-SmartHealth 2024 Co-Chairs; SMARTCOMP 2024Freely available from IEEE.pp. xx-xx
by Mattia Giovanni Campana, Nikil Dutt
Message from BITS 2024 Co-Chairs and Technical Program Co-Chairs; SMARTCOMP 2024Freely available from IEEE.pp. xxi-xxi
by Sajal K. Das, Hayato Yamana, Keiichi Yasumoto, Shameek Bhattacharjee
Organizing CommitteeFreely available from IEEE.pp. xxii-xxiii
Research Paper ReviewersFreely available from IEEE.pp. xxiv-xxv
Industry Paper ReviewersFreely available from IEEE.pp. xxvi-xxvi
SCC 2024 Workshop CommitteeFreely available from IEEE.pp. xxvii-xxvii
SmartArg 2024 Workshop CommitteeFreely available from IEEE.pp. xxviii-xxviii
SmartSys 2024 Workshop CommitteeFreely available from IEEE.pp. xxix-xxix
DM-SmartHealth 2024 Workshop CommitteeFreely available from IEEE.pp. xxx-xxx
BITS Workshop 2024 Workshop CommitteeFreely available from IEEE.pp. xxxi-xxxi
SponsorsFreely available from IEEE.pp. 1-1
The Internet of Bio-Nano Things — Smart Computing in the Human BodyFull-text access may be available. Sign in or learn about subscription options.pp. 2-2
by Stefan Fischer
Contactless Physiological Health Sensing: Challenges, Solutions & OpportunitiesFull-text access may be available. Sign in or learn about subscription options.pp. 3-3
by Nirmalya Roy, Zahid Hasan
Advancing Smart Computing: A Comprehensive Tutorial to 3D Point Clouds from Installation to Efficient Processing and Context Recognition for Next-Gen ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 4-4
by Tatsuya Amano, Hamada Rizk
Science of Cyber Physical Security in Smart Living CPS ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 5-5
by Sajal K. Das, Shameek Bhattacharjee
POSCA: Path Optimization for Solar Cover Amelioration in Urban Air MobilityFull-text access may be available. Sign in or learn about subscription options.pp. 6-13
by Debjyoti Sengupta, Anurag Satpathy, Sajal K. Das
A Graph Neural Network Framework for Imbalanced Bus Ridership ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 14-21
by Samir Gupta, Agrima Khanna, Jose Paolo Talusan, Anwar Said, Dan Freudberg, Ayan Mukhopadhyay, Abhishek Dubey
iFair: Achieving Fairness in the Allocation of Scarce Resources for Senior Health CareFull-text access may be available. Sign in or learn about subscription options.pp. 22-30
by Modeste Mefenya Kenne, Prasanna Date, Ronald T. Eguchi, ZhengHui Hu, Julie Rousseau, Nalini Venkatasubramanian
Towards Enhanced Urban Management: Introducing A Model for Autonomic Smart City ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 31-38
by Elham Okhovat, Michael Bauer
A Method for City-Wide PoI-Level Congestion Prediction via Assimilation of Actual and Simulation-Based PoI Congestion DataFull-text access may be available. Sign in or learn about subscription options.pp. 39-46
by Haruka Sakagami, Osamu Yamada, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto
RATTLE: Train Identification Through Audio FingerprintingFull-text access may be available. Sign in or learn about subscription options.pp. 47-54
by Leonardo Ciabattini, Luca Sciullo, Alfonso Esposito, Ivan Zyrianoff, Marco Di Felice
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 55-62
by Luca Arrotta, Claudio Bettini, Gabriele Civitarese, Michele Fiori
AMPHI: Adaptive Mission-Aware Microservices Provisioning in Heterogeneous IoT SettingsFull-text access may be available. Sign in or learn about subscription options.pp. 63-70
by Yuqiao Li, Fangqi Liu, Cheng-Hsin Hsu, Nalini Venkatasubramanian
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 71-76
by Eugen Šlapak, Matúš Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda, Marco Levorato
Sharing the Edge: System Status Aware Object Recognition Task OffloadingFull-text access may be available. Sign in or learn about subscription options.pp. 77-84
by Chenyang Wang, Owen Eicher, Qi Han
Enhancing UAV Operational Efficiency through Cloud Computing and Autopilot System IntegrationFull-text access may be available. Sign in or learn about subscription options.pp. 85-92
by Luca D'Agati, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Giuseppe Tricomi
Water-COLOR: Water-COnservation using a Learning-based Optimized RecommenderFull-text access may be available. Sign in or learn about subscription options.pp. 93-100
by GuangXue Zhang, David L. Feldman, Yiming Lin, Sharad Mehrotra, Nalini Venkatasubramanian, Thayer Drew, Kim Sentovich, Owen Veranth
From Calls to Scales: Harnessing Smartphone Accelerometer and Vibration for Daily Mass MeasurementFull-text access may be available. Sign in or learn about subscription options.pp. 101-108
by Hamada Rizk, Mirna Elbestar, Moustafa Youssef
Cost-Based Modeling and Optimization of Secure Matrix Multiplication in the CloudFull-text access may be available. Sign in or learn about subscription options.pp. 109-116
by Richard Hernandez, Kemal Akkaya, Soamar Homsi
Optimizing Risk-Averse Human-AI Hybrid TeamsFull-text access may be available. Sign in or learn about subscription options.pp. 117-124
by Andrew Fuchs, Andrea Passarella, Marco Conti
An MCS Navigation System Based on Road Surface Quality for Bicycle RidersFull-text access may be available. Sign in or learn about subscription options.pp. 125-132
by Federico Montori, Rocco Pastore, Luca Sciullo, Luciano Bononi, Luca Bedogni
Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 133-140
by Tran Anh Khoa, Minh-Son Dao, Do-Van Nguyen, Koji Zettsu
PREDEA: Predicted-RoI based Resource-Efficient Object Detection with AggregationFull-text access may be available. Sign in or learn about subscription options.pp. 141-149
by Yoshikazu Watanabe, Seiya Shibata, Takashi Takenaka
TASR: A Novel Trust-Aware Stackelberg Routing Algorithm to Mitigate Traffic CongestionFull-text access may be available. Sign in or learn about subscription options.pp. 150-157
by Doris E. M. Brown, Venkata Sriram Siddhardh Nadendla, Sajal K. Das
DP-MTFL: Differentially Private Multi-Tier Federated Learning for IoT applicationsFull-text access may be available. Sign in or learn about subscription options.pp. 158-165
by Ramin Soleimani, Dirk Pesch
FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 166-173
by Afsaneh Mahanipour, Hana Khamfroush
Towards Opportunistic Federated Learning Using Independent Subnetwork TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 174-181
by Victor Romero, Tomokazu Matsui, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto
Explainable Deep Learning Models for Dynamic and Online Malware ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 182-189
by Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
Leveraging Homeostatic Plasticity to Enable Anomaly Detection in Spiking Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 190-197
by Rawan M. A. Nawaiseh, Fabrizio De Vita, Enrico Catalfamo, Dario Bruneo
On the Role of Re-Descending M-Estimators in Resilient Anomaly Detection for Smart Living CPSFull-text access may be available. Sign in or learn about subscription options.pp. 198-205
by Sahar Abedzadeh, Shameek Bhattacharjee
A Domain-Specific Tool for the Creation of Machine Learning Models with Imbalanced DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 206-213
by Dmitrii Fomin, Philippe Lalanda, Denis Morand
Threshold Estimation-Assisted Unsupervised Patch-Wise Model for Industrial Inspection of AnomalyFull-text access may be available. Sign in or learn about subscription options.pp. 214-222
by Yang Chen, Peiyue Yuan, Yanyu Wang, Chai Kiat Yeo, Khoo Aik-Aun David, Minhoe Hur, Zi Jian Yew, Keng Teck Ma
OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 223-230
by Jose Paolo Talusan, Rishav Sen, Ava Pettet, Aaron Kandel, Yoshinori Suzue, Liam Pedersen, Ayan Mukhopadhyay, Abhishek Dubey
An Implementation of Private Function Evaluation Using FHE and TEE for Smart Computing SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 231-233
by Ruixiao Li, Ryutaro Onishi, Hayato Yamana
Solving Sequential Competitive Facility Location Challenges: Using Parallel Genetic AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 234-236
by Sadan Kulturel-Konak, Abdullah Konak, Lawrence V. Snyder
Reinforcement Learning based Matching for Parallel Computation Offloading in Dynamic Fog Computing NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 237-239
by Hoa Tran-Dang, Dong-Seong Kim
OpenCyberCity Testbed's Recent Progress in Smart City ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 240-242
by Mostafa Zaman, Ahmed Malik, Maher Al Islam, Courtney Van, Alyssa Pollard, Brittany Davis, Nasibeh Zohrabi, Sherif Abdelwahed
A Table-Top Interface for Real-Time Coaching in Abacus LearningFull-text access may be available. Sign in or learn about subscription options.pp. 243-245
by Yuki Matsuda
Enhanced Pedestrian Detection Model Transfer-Trained on YOLOv8 Using DenseFused RGB and FIR ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 246-248
by Arata Yoshihara, Ismail Arai, Arata Endo, Masatoshi Kakiuchi, Kazutoshi Fujikawa
A Demonstration of Voice-Interactive AI Agents for Vehicles Utilizing Multiple LLMsFull-text access may be available. Sign in or learn about subscription options.pp. 249-251
by Toru Furusawa, Masatoshi Saitoh
PhD Forum: MalFormer001- Multimodal Transformer Fused Attention based Malware DetectorFull-text access may be available. Sign in or learn about subscription options.pp. 252-253
by Pradip Kunwar
PhD Forum: Sustainable Route Planning and Efficient Computation Offloading in Urban Air MobilityFull-text access may be available. Sign in or learn about subscription options.pp. 254-255
by Debjyoti Sengupta
PhD Forum: Learning at the Time of DisastersFull-text access may be available. Sign in or learn about subscription options.pp. 256-257
by Victor Romero II
PhD Forum: Trust-Aware Routing of Human Drivers to Mitigate Traffic CongestionFull-text access may be available. Sign in or learn about subscription options.pp. 258-259
by Doris E. M. Brown
PhD Forum: Deep Neural Networks at the EdgeFull-text access may be available. Sign in or learn about subscription options.pp. 260-261
by Robert Viramontes
PhD Forum: Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 262-263
by Matúš Dopiriak
PhD Forum: Towards Efficient Urban Mobility: Leveraging GNN and MTL for Demand ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 264-265
by Samir Gupta
Crowd Flow Prediction from Mobile Traces Through Time Series PoI Stay CountsFull-text access may be available. Sign in or learn about subscription options.pp. 266-271
by Osamu Yamada, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto
Comparison of Commercial Pedometer Applications: A Rigorous ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 272-277
by Alessio Terzi, Federico Montori, Lorenzo Gigli, Luca Bedogni, Marco Di Felice, Luciano Bononi
Bibliometric Mining of Research Trends for Smart CitiesFull-text access may be available. Sign in or learn about subscription options.pp. 278-283
by Lars Lundberg
Paving the Way for an Urban Intelligence OpenStack-Based ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 284-289
by Giuseppe Tricomi, Luca D'Agati, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Stefano Silvestri
A Machine Learning-Based Temperature Control and Security Protection for Smart BuildingsFull-text access may be available. Sign in or learn about subscription options.pp. 290-295
by Mostafa Zaman, Maher Al Islam, Nasibeh Zohrabi, Sherif Abdelwahed
Automated Visual Quality Detection for Tilapia Using MobilenetV2 Convolutional Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 296-301
by Israel F. Breta, Karl Adriane D.C. Catalan, Sev Kristian M. Constantino, Ralph Adrian R. Mones, Edward D. Bustillos
Early Identification of Oil Palm Health Based on UAV Images Using Feature-Based Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 302-307
by Chang Yi Lee, Lee Choo Tay, Weng Chun Tan, Weng Kin Lai, Sheng Siang Lee
A Smart Sensor-Based Watering Automation System for Nursery PlantsFull-text access may be available. Sign in or learn about subscription options.pp. 308-313
by Gabriele Cecchetti, Anna Lina Ruscelli
Boosting Farm Efficiency: An Ant Colony Optimization Approach to Smart AgricultureFull-text access may be available. Sign in or learn about subscription options.pp. 314-319
by Weng Kin Lai, Lee Choo Tay, Li Li Lim, Weng Chun Tan, L Sheng Siang
Farm Households Food Security Status Automation Through Supervised Learning Approach: A Look at Agroecological FarmsFull-text access may be available. Sign in or learn about subscription options.pp. 320-325
by Theodore Nikiema, Eugene C. Ezin, Sylvain Kpenavoun Chogou, Pamela G. Katic
Categorizing Farms to Promote Agroecology: A Supervised Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 326-331
by Theodore Nikiema, Eugene C. Ezin, Sylvain Kpenavoun Chogou
AcouDL: Context-Aware Daily Activity Recognition from Natural Acoustic SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 332-337
by Avijoy Chakma, Anirban Das, Abu Zaher Md Faridee, Suchetana Chakraborty, Sandip Chakraborty, Nirmalya Roy
AI-Based Kinematic Analysis for Track AthletesFull-text access may be available. Sign in or learn about subscription options.pp. 338-343
by Mostafa Habibi, Mehrdad Nourani, Mohammad Nourani
Acoustic Camera-Based Anomaly Detection for Wind TurbinesFull-text access may be available. Sign in or learn about subscription options.pp. 344-349
by Ming-Lun Lee, Yuan-Heng Sun, Ya-Chu Chi, Yan-Ann Chen, Yao-Long Tsai, Yu-Chee Tseng
Detecting Distress Changes Using Multimodal Data During Interaction with A Smart SpeakerFull-text access may be available. Sign in or learn about subscription options.pp. 350-355
by Chingyuan Lin, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto
DIME: Distributed Inference Model Estimation for Minimizing Profiled LatencyFull-text access may be available. Sign in or learn about subscription options.pp. 356-361
by Robert Viramontes, Azadeh Davoodi
Requirements Analysis for Responsible Explainable AI for Pediatric Sleep Apnea DiagnosisFull-text access may be available. Sign in or learn about subscription options.pp. 362-367
by Marta Quemada López, Thomas Plagemann, Vera Goebel, Jonathan Adams, David Hui, Britt øverland, Harriet Akre, Lars Arnesen
Federated Learning for Sleep Detection ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 368-373
by Guilherme Antonio Borges, Julio Cesar Santos dos Anjos, Jorge Sá Silva
A Numerical Comparison of Deeply Quantized Models for sEMG Hand Gesture Classification on Constrained DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 374-379
by Emanuele Giuseppe Siani, Laura Scigliano, Dario Bruneo, Fabrizio De Vita, Valeria Tomaselli, Danilo Pau
Insights on the Development of PRACTICE, A Research-Oriented Healthcare PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 380-385
by Dragan Ahmetovic, Alessio Angileri, Sara Arcudi, Claudio Bettini, Gabriele Civitarese, Marco Colussi, Andrea Giachi, Roberta Gualtierotti, Sergio Mascetti, Matteo Manzoni, Flora Peyvandi, Aiman Solyman, Addolorata Truma
Protecting Cross-Camera Person Re-Identification Data with Image Differential PrivacyFull-text access may be available. Sign in or learn about subscription options.pp. 386-391
by Lucas Maris, Yuki Matsuda, Keiichi Yasumoto
Author IndexFreely available from IEEE.pp. 393-395
Showing 86 out of 86