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37th SAC 2022: Virtual Event
- Jiman Hong, Miroslav Bures, Juw Won Park, Tomás Cerný:
SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022. ACM 2022, ISBN 978-1-4503-8713-2
Distributed systems: CC - cloud computing and interoperability track
- John McFarland, Amro Awad:
Transpose-xen: virtualized mixed-criticality through dynamic allocation. 3-12 - Craig Laprade, H. Howie Huang
:
Domain name service trust delegation in cloud computing: exploitation, risks, and defense. 13-21 - Se-Ra Oh, Jahoon Koo, Young-Gab Kim:
Security interoperability in heterogeneous IoT platforms: threat model of the interoperable OAuth 2.0 framework. 22-31
Distributed systems: CC - cloud computing and interoperability track: poster papers
- Euijong Lee
, Sukhoon Lee, Young-Duk Seo:
Deep learning based self-adaptive framework for environmental interoperability in internet of things. 32-35 - Stefano Fiori, Luca Abeni, Tommaso Cucinotta:
RT-kubernetes: containerized real-time cloud computing. 36-39
Artificial intelligence and agents: CIVIA - computational intelligence and video & image analysis track track
- Hermon Faria de Araujo, Fátima L. S. Nunes, Ariane Machado-Lima:
The impact of different facial expression intensities on the performance of pre-trained emotion recognition models. 41-48 - Davide Rigoni
, Luciano Serafini, Alessandro Sperduti:
A better loss for visual-textual grounding. 49-57 - Jeevithan Alagurajah, Chee-Hung Henry Chu:
Adversarial defense by restricting in-variance and co-variance of representations. 58-65 - Petterson Sousa Diniz, Domingos Alves Dias Júnior, João Otávio Bandeira Diniz, Anselmo Cardoso de Paiva
, Aristófanes Corrêa Silva, Marcelo Gattass, Roberto Quevedo
, Diogo Michelon, Carlos Siedschlag, Roberto Ribeiro:
Time2Vec transformer: a time series approach for gas detection in seismic data. 66-72 - Hsin-I Huang, Chi-Sheng Shih, Zi-Lin Yang:
Automated video editing based on learned styles using LSTM-GAN. 73-80
Artificial intelligence and agents: CIVIA - computational intelligence and video & image analysis track track: poster papers
- Jennifer Piane, Yiyang Wang
, Xufan Ma, Jacob Furst, Daniela Stan Raicu:
Autorevise: annotation refinement using motion signal patterns. 81-84
System software and security: CPS - cyber-physical systems track
- Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min:
Residual size is not enough for anomaly detection: improving detection performance using residual similarity in multivariate time series. 87-96 - Dalay Israel de Almeida Pereira, Marcel Vinícius Medeiros Oliveira, P. E. R. Bezerra, Philippe Bon, Simon Collart Dutilleul:
CSP specification and verification of relay-based railway interlocking systems. 97-106 - Yu-Ming Chang, Chien-Chung Ho, Che-Wei Tsao, Shu-Hsien Liao, Wei-Chen Wang
, Tei-Wei Kuo
, Yuan-Hao Chang:
On enduring more data through enabling page rewrite capability on multi-level-cell flash memory. 107-115 - Chien-Chung Ho, Wei-Chen Wang
, Szu-Yu Chen, Yung-Chun Li, Kun-Chi Chiang:
RAM: exploiting restrained and approximate management for enabling neural network training on NVM-based systems. 116-123 - Olga Carvalho, Filipe Apolinario
, Nelson Escravana, Carlos Ribeiro:
CIIA: critical infrastructure impact assessment. 124-132 - John Carter
, Spiros Mancoridis, Erick Galinkin:
Fast, lightweight IoT anomaly detection using feature pruning and PCA. 133-138 - Filippos-George Kolimbianakis, George Kornaros:
Software-defined hardware-assisted isolation for trusted next-generation IoT systems. 139-146 - Savio Sciancalepore
, Nicola Zannone
:
PICO: privacy-preserving access control in IoT scenarios through incomplete information. 147-156 - Dongjun Hwang, Hyunsu Mun, Youngseok Lee:
Improving response time of home IoT services in federated learning. 157-163 - João Tiago, Samih Eisa
, Miguel L. Pardal
:
SureSpace: orchestrating beacons and witnesses to certify device location. 164-173 - Raisa Islam
, Tomás Cerný, Dongwan Shin:
Ontology-based user privacy management in smart grid. 174-182
System software and security: CPS - cyber-physical systems track: poster papers
- Filipe Apolinário
, Nelson Escravana, Éric Hervé, Miguel L. Pardal
, Miguel Correia:
FingerCI: generating specifications for critical infrastructures. 183-186 - Romaric Duvignau
, Vincenzo Gulisano, Marina Papatriantafilou:
Efficient and scalable geographical peer matching for P2P energy sharing communities. 187-190 - Rafael R. Teixeira, Juliana B. Puccinelli, Bruna de Vargas Guterres, Marcelo Rita Pias
, Vinicius Menezes de Oliveira, Silvia Silva da Costa Botelho, Luis Poersch, Nelson Duarte Filho, Ahmed Janati, Maxime Paris:
Planetary digital twin: a case study in aquaculture. 191-197 - Anthony Opara, Haan Johng, Tom Hill, Lawrence Chung:
A framework for representing internet of things security and privacy policies and detecting potential problems. 198-201 - Anders Aaen Springborg, Martin Kaldahl Andersen, Kaare Holland Hattel, Michele Albano
:
cpp-tiny-client: a secure API client generator for IoT devices. 202-205 - Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphaël Couturier:
Energy-efficient fog computing-enabled data transmission protocol in tactile internet-based applications. 206-209 - Yiwei Zhang, Juanru Li, Dawu Gu:
Rethinking the security of IoT from the perspective of developer customized device-cloud interaction. 210-213
Distributed systems: DADS - dependable, adaptive, and trustworthy distributed systems track
- Andrea Merlina, Roman Vitenberg, Vinay Setty
:
A general and configurable framework for blockchain-based marketplaces. 216-225 - Christoph Kühbacher, Theo Ungerer, Sebastian Altmeyer:
Redundant dataflow applications on clustered manycore architectures. 226-235 - Rami A. Khalil, Naranker Dulay:
RANC: reward-all nakamoto consensus. 236-245 - Bharath Sudharsan, John G. Breslin
, Muhammad Intizar Ali, Peter Corcoran, Rajiv Ranjan:
ElastiQuant: elastic quantization strategy for communication efficient distributed machine learning in IoT. 246-254 - Rhauani Weber Aita Fazul, Patrícia Pitthan Barcelos:
An event-driven strategy for reactive replica balancing on apache hadoop distributed file system. 255-263
Distributed systems: DADS - dependable, adaptive, and trustworthy distributed systems track: poster papers
- Daniel Costa, José Pereira
, Ricardo Vilaça
, Nuno Faria
:
Adaptive database synchronization for an online analytical cioud-to-edge continuum. 264-266 - Rodrigo H. Müller, Cristina Meinhardt
, Odorico M. Mendizabal
:
An architecture proposal for checkpoint/restore on stateful containers. 267-270
Distributed systems: DAPP - decentralized applications with blockchain, DLT and crypto-currencies track
- Wenyi Tang, Changhao Chenli, Chanyang Ju, Taeho Jung:
Trac2Chain: trackability and traceability of graph data in blockchain with linkage privacy. 272-281 - Julius Fechner, Balakrishnan Chandrasekaran, Marc X. Makkes
:
Calibrating the performance and security of blockchains via information propagation delays: revisiting an old approach with a new perspective. 282-289 - Attila Klenik, Imre Kocsis:
Porting a benchmark with a classic workload to blockchain: TPC-C on hyperledger fabric. 290-298 - Zahra Batool, Kaiwen Zhang, Matthew Toews:
FL-MAB: client selection and monetization for blockchain-based federated learning. 299-307 - Nadia Pocher
, Mirko Zichichi:
Towards CBDC-based machine-to-machine payments in consumer IoT. 308-315 - Ikram Garfatta, Kaïs Klai, Mohamed Graïet, Walid Gaaloul:
Model checking of vulnerabilities in smart contracts: a solidity-to-CPN approach. 316-325
Distributed systems: DAPP - decentralized applications with blockchain, DLT and crypto-currencies track: poster papers
- Olaf Kampers, Abdulhakim Ali Qahtan, Swati Mathur, Yannis Velegrakis
:
Manipulation detection in cryptocurrency markets: an anomaly and change detection based approach. 326-329 - Suzana Mesquita de Borba Maranhão Moreno, Jean-Marc Seigneur
:
Towards a decentralized social trust solution to proof-of-address. 330-333 - Aimen Djari, Emmanuelle Anceaume, Sara Tucci Piergiovanni:
An extensive agent-based simulation study of sycomore++, a DAG-based permissionless ledger. 334-336
Information systems: DBDM - databases and big data management track
- Owais Qayyum, Weihai Yu:
Toward replicated and asynchronous data streams for edge-cloud applications. 339-346 - Matteo Paganelli, Francesco Del Buono, Francesco Guerra
, Nicola Ferro:
Evaluating the integration of datasets. 347-356 - John Bosco Mugeni
, Toshiyuki Amagasa
:
A graph-based blocking approach for entity matching using pre-trained contextual embedding models. 357-364 - Pavel Koupil
, Irena Holubová
:
Unifying categorical representation of multi-model data. 365-371 - Vishal Sharma, Curtis E. Dyreson:
Indexer++: workload-aware online index tuning with transformers and reinforcement learning. 372-380
Information systems: DBDM - databases and big data management track: poster papers
- Maria Helena Franciscatto, Marcos Didonet Del Fabro, Celio Trois, Jordi Cabot, Leon Augusto Okida Gonçalves:
Querying multidimensional big data through a chatbot system. 381-384 - Evelina Rakhmetova, Marco Garosi, Carlo Combi:
A comprehensive approach to conceptual modelling and visual representation of log files. 385-388 - Houssameddine Yousfi:
Spatial data processing meets RDF graph exploration: student research abstract. 389-392
Information systems: DM - data mining track
- Lamia Djebour, Reza Akbarinia, Florent Masseglia:
Variable size segmentation for efficient representation and querying of non-uniform time series datasets. 395-402 - Won-Seok Hwang, Jeong-Han Yun, Jonguk Kim, Byung-Gil Min:
"Do you know existing accuracy metrics overrate time-series anomaly detections?". 403-412 - Shicheng Gao, Jie Xu, Xiaosen Li, Fangcheng Fu
, Wentao Zhang, Wen Ouyang, Yangyu Tao, Bin Cui:
K-core decomposition on super large graphs with limited resources. 413-422 - K. M. Azharul Hasan, Md. Safayet Hossain:
Sparse tensor storage by tensor unfolding. 423-428 - Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando:
EiFFFeL: enforcing fairness in forests by flipping leaves. 429-436
Information systems: DM - data mining track: poster papers
- Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen:
Efficient memory utilization in conformance checking of process event streams. 437-440 - Sergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas:
Nested trees for longitudinal classification. 441-444 - Nam Ngoc Pham:
Mining high average utility pattern using bio-inspired algorithm: student research abstract. 445-449
Information systems: DS - data streams track
- Hassan Moharram, Ahmed Awad
, Passent Mohammed El-Kafrawy:
Optimizing ADWIN for steady streams. 450-459 - Hannaneh Najdataei, Vincenzo Gulisano, Philippas Tsigas, Marina Papatriantafilou:
pi-Lisco: parallel and incremental stream-based point-cloud clustering. 460-469 - Massimo Perini
, Giorgia Ramponi, Paris Carbone, Vasiliki Kalavri:
Learning on streaming graphs with experience replay. 470-478
System software and security: EMBS - embedded systems track
- Fabien Bouquillon, Giuseppe Lipari, Smaïl Niar:
Improving CRPD analysis for EDF scheduling: trading speed for precision. 481-490 - Gabriele Ara, Tommaso Cucinotta, Agostino Mascitti:
Simulating execution time and power consumption of real-time tasks on embedded platforms. 491-500 - Yanshul Sharma, Sanjay Moulik
:
CETAS: a cluster based energy and temperature efficient real-time scheduler for heterogeneous platforms. 501-509 - Adebayo Omotosho
, Gebrehiwet B. Welearegai, Christian Hammer
:
Detecting return-oriented programming on firmware-only embedded devices using hardware performance counters. 510-519 - Vasisht Duddu
, Antoine Boutet, Virat Shejwalkar:
Towards privacy aware deep learning for embedded systems. 520-529
System software and security: EMBS - embedded systems track: poster papers
- Martí Caro
, Hamid Tabani, Jaume Abella
:
At-scale assessment of weight clustering for energy-efficient object detection accelerators. 530-533 - Ilja Behnke, Philipp Wiesner, Robert Danicki, Lauritz Thamsen:
A priority-aware multiqueue NIC design for real-time IoT devices. 534-538
Information systems: GIA - geographical information analytics track
- Christophe Haikal, Pegah Alizadeh
, Christophe Rodrigues, Chongke Bi:
Place embedding across cities in location-based social networks. 539-546 - Maxime Masson
, Cécile Cayèré, Marie-Noëlle Bessagnet, Christian Sallaberry, Philippe Roose, Cyril Faucher:
An ETL-like platform for the processing of mobility data. 547-555 - Hugo Prevoteau, Sonia Djebali, Laiping Zhao, Nicolas Travers
:
Propagation measure on circulation graphs for tourism behavior analysis. 556-563
Information systems: GIA - geographical information analytics track: poster papers
- Héctor Cogollos Adrián
, Santiago Porras Alfonso, Bruno Baruque Zanon, Alessandra Raffaetà, Filippo Zanatta:
Discovery of tourists' movement patterns in venice from public transport data. 564-568
Artificial intelligence and agents: GMLR - graph models for learning and recognition track
- Liuyue Xie, Tinglin Duan, Kenji Shimada:
SAGA-Net: efficient pointcloud completion with shape-assisted graph attention neural network. 569-576 - Öznur Ilayda Yilmaz, Sule Gündüz Ögüdücü:
Learning football player features using graph embeddings for player recommendation system. 577-584 - Sabrina Patania, Giuseppe Boccignone, Sathya Bursic, Alessandro D'Amelio, Raffaella Lanzarotti:
Deep graph neural network for video-based facial pain expression assessment. 585-591 - Luca Pasa, Nicolò Navarin
, Alessandro Sperduti:
Compact graph neural network models for node classification. 592-599
Artificial intelligence and agents: GMLR - graph models for learning and recognition track: SRC
- Alice Moallemy-Oureh
:
Continuous-time generative graph neural network for attributed dynamic graphs: student research abstract. 600-603 - Silvia Beddar-Wiesing:
Using local activity encoding for dynamic graph pooling in stuctural-dynamic graphs: student research abstract. 604-609
Information systems: HIBIO - health informatics and bioinformatics track
- Amit Kumar, Suman Roy, Sourabh Kumar Bhattacharjee:
A fast unsupervised assignment of ICD codes with clinical notes through explanations. 610-618 - Petra Nemcová, Jana Hozzová, Jiri Filipovic:
Improving ligand transport trajectory within flexible receptor in CaverDock. 619-626 - Christian Haudenschild, Louis J. Vaickus, Joshua J. Levy:
Configuring a federated network of real-world patient health data for multimodal deep learning prediction of health outcomes. 627-635 - Zarif L. Azher
, Louis J. Vaickus, Lucas A. Salas
, Brock C. Christensen, Joshua J. Levy:
Development of biologically interpretable multimodal deep learning model for cancer prognosis prediction. 636-644 - Nour Neifar, Afef Mdhaffar
, Achraf Ben-Hamadou, Mohamed Jmaiel, Bernd Freisleben
:
Disentangling temporal and amplitude variations in ECG synthesis using anchored GANs. 645-652 - Laiara Cristina da Silva, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Keylla Maria de Sá Urtiga Aita, Semiramis Jamil Hadad do Monte, Nayze Lucena Sangreman Aldeman:
A hybrid descriptor to improve kidney pathologies classification. 653-659 - Dinh-Hieu Hoang, Gia-Han Diep, Minh-Triet Tran
, Ngan T. H. Le
:
DAM-AL: dilated attention mechanism with attention loss for 3D infant brain image segmentation. 660-668 - Ashery Mbilinyi, Heiko Schuldt
:
CheReS: a deep learning-based multi-faceted system for similarity search of chest X-rays. 669-676
Information systems: HIBIO - health informatics and bioinformatics track: poster papers
- Salma Mandi, Surjya Ghosh, Pradipta De, Bivas Mitra:
Emotion detection from smartphone keyboard interactions: role of temporal vs spectral features. 677-680 - Sampson E. Akwafuo, Armin R. Mikler, Christopher Ihinegbu
:
Data-driven depot pre-positioning model and location-routing algorithm for management of disasters and disease outbreaks. 681-687
Information systems: IAR - information access and retrieval track
- Andrea Lenzi, Paola Velardi:
Collaborative is better than adversarial: generative cooperative networks for topic clustering. 688-695 - Giovanni Maria Biancofiore
, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci, Paolo Pastore:
Aspect based sentiment analysis in music: a case study with spotify. 696-703 - Matthew Moulton, Sophie Gao, Yiu-Kai Ng:
Query-relevant sentiment summarization based on facet identification and sentence clustering. 704-712
Information systems: IAR - information access and retrieval track: poster papers
- Maria Helena Franciscatto, Marcos Didonet Del Fabro, Celio Trois, Hegler Tissot:
Towards open data discovery: a comparative study. 713-716 - Stefano Di Sotto, Marco Viviani:
Assessing health misinformation in online content. 717-722
Artificial intelligence and agents: IRMAS - intelligent robotics and multi-agent systems track
- Jirí Ulrich, Ahmad Alsayed
, Farshad Arvin, Tomás Krajník:
Towards fast fiducial marker with full 6 DOF pose estimation. 723-730 - Zdenek Rozsypálek
, George Broughton, Pavel Linder, Tomás Roucek
, Keerthy Kusumam, Tomás Krajník:
Semi-supervised learning for image alignment in teach and repeat navigation. 731-738 - Maddalena Zuccotto, Alberto Castellini, Alessandro Farinelli
:
Learning state-variable relationships for improving POMCP performance. 739-747 - Apan Dastider, Sayyed Jaffar Ali Raza
, Mingjie Lin:
Learning adaptive control in dynamic environments using reproducing kernel priors with bayesian policy gradients. 748-757 - George Broughton, Jirí Janota, Jan Blaha, Zhi Yan
, Tomás Krajník:
Bootstrapped learning for car detection in planar lidars. 758-765
Artificial intelligence and agents: IRMAS - intelligent robotics and multi-agent systems track: poster papers
- Luca Marzari
, Davide Corsi, Enrico Marchesini
, Alessandro Farinelli
:
Curriculum learning for safe mapless navigation. 766-769 - Petr Vána, Jan Faigl:
Bounding optimal headings in the Dubins Touring Problem. 770-773 - Ana Petrovska, Julian Weick:
Realization of adaptive system transitions in self-adaptive autonomous robots. 774-777
Artificial intelligence and agents: KG - knowledge graphs track
- Kevin Angele, Manuel Meitinger, Marc Bußjäger, Stephan Föhl, Anna Fensel:
GraphSPARQL: a GraphQL interface for linked data. 778-785 - Xu Yuan, Chengchuan Xu, Peng Li, Zhikui Chen:
Relational learning with hierarchical attention encoder and recoding validator for few-shot knowledge graph completion. 786-794
Artificial intelligence and agents: KG - knowledge graphs track: poster papers
- Erhe Yang
, Fei Hao, Aziz Nasridinov, Geyong Min, Doo-Soon Park:
Query-oriented entity spatial-temporal summarization in fuzzy knowledge graph. 795-798 - Xinglan Liu, Hussain Hussain, Houssam Razouk, Roman Kern
:
Effective use of BERT in graph embeddings for sparse knowledge graph completion. 799-802 - Chen Zhang, Falih Febrinanto
, Mujie Liu, Xiangjie Kong, Dongyu Zhang, Sardar M. N. Islam:
Attractiveness based conference ranking. 803-806 - Masoud Salehpour, Joseph G. Davis:
Towards diversity-tolerant RDF-stores. 807-812
Artificial intelligence and agents: KNLP - knowledge and natural language processing track
- Neel Kanwal, Giuseppe Rizzo:
Attention-based clinical note summarization. 813-820 - Bahadorreza Ofoghi:
Linguistic characterization of answer passages for fact-seeking question answering. 821-828 - Yacine Gaci, Boualem Benatallah
, Fabio Casati
, Khalid Benabdeslem:
Iterative adversarial removal of gender bias in pretrained word embeddings. 829-836 - Hailemariam Mehari Yohannes
, Toshiyuki Amagasa
:
Named-entity recognition for a low-resource language using pre-trained language model. 837-844 - Gopalakrishnan Venkatesh, Abhik Jana, Steffen Remus, Özge Sevgili, Gopalakrishnan Srinivasaraghavan, Chris Biemann:
Using distributional thesaurus to enhance transformer-based contextualized representations for low resource languages. 845-852 - Bo Wang
, Tsunenori Mine:
Practical and efficient out-of-domain detection with adversarial learning. 853-862 - Lorenzo Vaiani
, Moreno La Quatra
, Luca Cagliero
, Paolo Garza:
Leveraging multimodal content for podcast summarization. 863-870
Artificial intelligence and agents: KNLP - knowledge and natural language processing track: poster papers
- Adrian Groza, Cristian Nitu:
Question answering over logic puzzles using theorem proving. 871-874 - Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar:
Effective utilization of labeled data from related tasks using graph contrastive pretraining: application to disaster related text classification. 875-878 - Gil Rocha, Henrique Lopes Cardoso
:
Context matters!: identifying argumentative relations in essays. 879-882
Artificial intelligence and agents: KNLP - knowledge and natural language processing track: SRC
- Ernesto Quevedo Caballero:
Dual architecture for name entity extraction and relation extraction with applications in medical corpora: student research abstract. 883-888