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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
Artificial intelligence and agents: KRR - knowledge representation and reasoning track
- Souhila Kaci, Yakoub Salhi:
Belief selection through argumentation. 889-896 - Costas D. Koutras, Christos Nomikos:
Topological semantics for default conditional logic: preliminary report. 897-902 - Satyadharma Tirtarasa
, Anni-Yasmin Turhan:
Computing generalizations of temporal εL concepts with next and global. 903-910
Artificial intelligence and agents: KRR - knowledge representation and reasoning track: poster papers
- Loc Pham
, Tran Cao Son, Enrico Pontelli:
Update models for lying and misleading announcements. 911-916
Distributed systems: MCANET - mobile computing and applications and networking track
- Michael J. May
, Yaakov Cohen, Hovav Menachem, Yogev Swisa:
CEMDA: detecting android complex file events to infer the user's mental model. 917-925 - Lorena P. de Figueiredo, Jonathan P. Gomes, Flávia de S. Santos, Guilherme M. Queiroz, Felipe T. Giuntini
, Juliano E. Sales:
An automatic approach to detect problems in Android builds through screenshot analysis. 926-932 - Shakthi Weerasinghe
, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken:
Estimating the lifetime of transient context for adaptive caching in IoT applications. 933-942 - Yukito Ueno, Ryo Nakamura, Yohei Kuga, Hiroshi Esaki:
Pktpit: separating routing and packet transfer for fast and scalable software routers. 943-951 - Rafael George Amado, Kim-Khoa Nguyen, Mohamed Cheriet:
OpenFlow rule placement in carrier networks for augmented reality applications. 952-959
Distributed systems: MCANET - mobile computing and applications and networking track: poster papers
- Jiyoung Song, Youlim Jung, Chiwoo Cho, Eunkyoung Jee, Doo-Hwan Bae:
Statistical verification using learned usages for evaluating energy-efficient mobile device design. 960-963 - Alex Berke, Ronan Doorley, Kent Larson, Esteban Moro
:
Generating synthetic mobility data for a realistic population with RNNs to improve utility and privacy. 964-967 - Xavier Bultel, Cristina Onete
:
Pairing-free secure-channel establishment in mobile networks with fine-grained lawful interception. 968-970
Artificial intelligence and agents: MLA - machine learning and its applications track
- Sandya De Alwis, Bahadorreza Ofoghi, Myung Hwan Na:
Enhanced strawberry image classification using multi-task deep neural learning. 971-978 - Mingue Song, Yanggon Kim:
Dual hybridization method for the classification of ultrasound breast tumors. 979-986 - Thalles Silva, Adín Ramírez Rivera:
Representation learning via consistent assignment of views to clusters. 987-994 - Christian Morbidoni, Luca Spalazzi
, Antonio Teti, Alessandro Cucchiarelli:
Leveraging n-gram neural embeddings to improve deep learning DGA detection. 995-1004 - Eduardo Tieppo, Jean Paul Barddal, Júlio César Nievola:
Automatic disease vector mosquitoes identification via hierarchical data stream classification. 1005-1012 - Claudio Lucchese, Gianmarco Callegher, Mirko Modenese, Silvia Dassié:
A comparison of spatio-temporal prediction methods: a parking availability case study. 1013-1020 - Jeongho Kim, Shahroz Tariq
, Simon S. Woo:
PTD: privacy-preserving human face processing framework using tensor decomposition. 1021-1030 - Patrick Henriksen, Francesco Leofante
, Alessio Lomuscio
:
Repairing misclassifications in neural networks using limited data. 1031-1038 - Gun Hee Cho
, Yong Suk Choi:
Visual context embeddings for zero-shot recognition. 1039-1047 - Chan Sik Han, Keon Myung Lee:
Correlation-based regularization for fast and energy-efficient spiking neural networks. 1048-1055 - Fodil Benali, Damien Bodénès, Cyril de Runz, Nicolas Labroche:
A new reference-based algorithm based on non-euclidean geometry for multi-stakeholder media planning. 1056-1065 - Jhonatan Geremias, Eduardo K. Viegas
, Alceu S. Britto Jr., Altair O. Santin:
A motion-based approach for real-time detection of pornographic content in videos. 1066-1073 - Hirad Assimi
, Ben Koch, Chris Garcia, Markus Wagner, Frank Neumann:
Run-of-mine stockyard recovery scheduling and optimisation for multiple reclaimers. 1074-1083 - Ida Ayu Putu Ari Crisdayanti, JinYeong Bak
, YunSeok Choi, Jee-Hyong Lee:
IA-BERT: context-aware sarcasm detection by incorporating incongruity attention layer for feature extraction. 1084-1091 - Eduardo Mosqueira-Rey, Elena Hernández-Pereira
, David Alonso-Ríos
, José Bobes-Bascarán
:
A classification and review of tools for developing and interacting with machine learning systems. 1092-1101 - Seungyeon Lee, Jaeseop Kim, Bongjae Kim, Sung Y. Shin, Juw Won Park, Jiman Hong:
Adjusting inference time for power efficiency in neuromorphic architectures. 1102-1108 - Marcel Moura, Rodrigo Veras, Vinícius P. Machado:
CAIBAL: cluster-attribute interdependency based automatic labeler. 1109-1116 - Saikishore Kalloori, Severin Klingler:
Cross-silo federated learning based decision trees. 1117-1124
Artificial intelligence and agents: MLA - machine learning and its applications track: poster papers
- Ginel Dorleon
, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste
:
Feature selection under fairness constraints. 1125-1127 - István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen:
What averages do not tell: predicting real life processes with sequential deep learning. 1128-1131 - Seunghui Jang, Yanggon Kim:
A similarity-based deep feature extraction method using divide and conquer for image classification. 1132-1135 - Sophie Steger, Bernhard C. Geiger, Marek Smieja:
Semi-supervised clustering via information-theoretic markov chain aggregation. 1136-1139 - Abhi Lad, Mehul S. Raval:
Improving wheat head detection: a data-centric approach by domain variance reduction. 1140-1143 - Xi Chen, Stefano Bromuri
, Marko C. J. D. van Eekelen:
A transfer learning approach to predict shipment description quality. 1144-1147 - C. Segarra-Martín, María Martínez-Ballesteros
, Alicia Troncoso
, Francisco Martínez-Álvarez
:
A novel approach to discover numerical association based on the coronavirus optimization algorithm. 1148-1151 - Lilly Roelofs, Claire Weissman, Daniela Raicu, Jacob Furst, Roselyne Tchoua:
Similarity-based uncertainty scores for interpretable deep learning in scientific applications. 1152-1155
System software and security: OSSP - operating systems and software platforms track
- Renata Martins Gomes, Marcel Baunach:
A framework for OS portability: from formal models to low-level code. 1156-1165 - Kyungsik Lee, Gunho Lee, Taejoon Song:
Enhanced configurable snapshot: snapshot-based fast booting on NAND flash with lifetime control. 1166-1175 - Masanori Misono, Toshiki Hatanaka, Takahiro Shinagawa
:
DMAFV: testing device drivers against DMA faults. 1176-1182 - Chuan-Chi Wang, Chun-Yen Ho, Chia-Heng Tu, Shih-Hao Hung:
cuPSO: GPU parallelization for particle swarm optimization algorithms. 1183-1189 - Jusuk Lee, Ajung Kim, Sumin Lee, Jiman Hong:
R&R tool for Android applications hiding malicious features. 1190-1196 - Guangyu Zhu, Sangjin Lee, Yongseok Son:
An efficient log-structured scheme for disk arrays. 1197-1204
System software and security: OSSP - operating systems and software platforms track: poster papers
- Naoki Aoyama, Hiroshi Yamada:
Copying values v.s. references for memory page compaction in virtualized systems. 1205-1207 - Guangyu Zhu, Jeongeun Lee, Yongseok Son:
An efficient and parallel file defragmentation scheme for flash-based SSDs. 1208-1211 - Duhyeuk Chang, Jungsoo Lee, Byunghyun Jeong, Junyoung Heo:
Band selection techniques using discrete ranges and maxpooling operations for hyperspectral image pixel classification. 1212-1217
System software and security: PDP - privacy by design in practice track
- Christoph Stach, Clémentine Gritti, Dennis Przytarski, Bernhard Mitschang:
Can blockchains and data privacy laws be reconciled?: a fundamental study of how privacy-aware blockchains are feasible. 1218-1227 - Evandro Thalles Vale de Castro, Geovana R. S. Silva
, Edna Dias Canedo:
Ensuring privacy in the application of the Brazilian general data protection law (LGPD). 1228-1235 - Ala'a Al-Momani, Christoph Bösch, Kim Wuyts
, Laurens Sion
, Wouter Joosen, Frank Kargl:
Mitigation lost in translation: leveraging threat information to improve privacy solution selection. 1236-1247
Software design and development: PL - programming languages track
- Frédéric Fort
, Julien Forget:
Synchronous semantics of multi-mode multi-periodic systems. 1248-1257 - Hendrik Winkelmann, Herbert Kuchen:
Constraint-logic object-oriented programming on the Java virtual machine. 1258-1267 - David Neves, Hervé Paulino
:
Condition-based synchronization in data-centric concurrency control. 1268-1275
Software design and development: PL - programming languages track: poster papers
- Jonathan Neugebauer
, Herbert Kuchen:
Model-driven customizing of ERP systems: a case study. 1276-1279 - Pierre Misse-Chanabier, Guillermo Polito, Stéphane Ducasse, Noury Bouraqadi, Luc Fabresse, Pablo Tesone:
Differential testing of simulation-based VM generators: automatic detection of VM generator semantic gaps between simulation and generated VMs. 1280-1283 - Bogdan Aman
, Gabriel Ciobanu
:
Synchronization operator for communication privacy. 1284-1290
Software design and development: RE - requirements engineering track
- Larissa Mangolim Amaral, Fábio Levy Siqueira, Anarosa Alves Franco Brandão
:
A survey on requirements notations in software engineering research. 1291-1298 - Quelita A. D. S. Ribeiro, Moniky Ribeiro, Jaelson Castro:
Requirements engineering for autonomous vehicles: a systematic literature review. 1299-1308 - Darliane Miranda, João Araújo
:
Studying industry practices of accessibility requirements in agile development. 1309-1317 - Fabian Kneer, Erik Kamsties, Klaus Schmid:
Elicitation of adaptive requirements using creativity triggers: a controlled experiment. 1318-1326 - Luis Hernán García Paucar
, Nelly Bencomo, Alistair G. Sutcliffe, Pete Sawyer:
A Bayesian network-based model to understand the role of soft requirements in technology acceptance: the case of the NHS COVID-19 test and trace app in England and Wales. 1327-1336
Software design and development: RE - requirements engineering track: poster papers
- Alexander Uder, Isabel John, Seok-Won Lee:
Impact of Korean culture on the selection of RE elicitation methods. 1337-1340 - Prerit Datta, Sara Sartoli, Luis Felipe Gutiérrez, Faranak Abri
, Akbar Siami Namin, Keith S. Jones:
A user-centric threat model and repository for cyber attacks. 1341-1346
System software and security: RS - recommender systems track
- Andrew Aquilina
, Charlie Abela
:
Predicting links in a social network based on recognised personalities. 1347-1354 - Denis Kotkov
, Alan Medlar, Umesh Raj Satyal, Alexandr V. Maslov, Mats Neovius, Dorota Glowacka:
Rating consistency is consistently underrated: an exploratory analysis of movie-tag rating inconsistency. 1355-1364 - Jinfeng Zhong, Elsa Negre:
Shap-enhanced counterfactual explanations for recommendations. 1365-1372 - Ervin Dervishaj
, Paolo Cremonesi:
GAN-based matrix factorization for recommender systems. 1373-1381 - Yu Huang
, Ju-Hui Tseng, Ching-Jui Hsiao, Hui-Mei Hung, Vincent S. Tseng:
IPreMom: a continual learning-based image rating framework for infant precious moments capturing. 1382-1390 - Rodrigo Borges
, Kostas Stefanidis
:
F2VAE: a framework for mitigating user unfairness in recommendation systems. 1391-1398
System software and security: RS - recommender systems track: poster papers
- Matteo Montanari, Cesare Bernardis, Paolo Cremonesi:
On the impact of data sampling on hyper-parameter optimisation of recommendation algorithms. 1399-1402 - Georgios Boltsis, Evaggelia Pitoura:
Bias disparity in graph-based collaborative filtering recommenders. 1403-1409
Software design and development: SATTA - software architecture: theory, technology, and applications track
- Sanjay B. Thakare, Arvind W. Kiwelekar:
Software layer recovery through ego network analysis. 1410-1416 - Milad Elyasi
, Muhammed Esad Simitcioglu, Abdullah Saydemir, Ali Ekici, Hasan Sözer:
HYGAR: a hybrid genetic algorithm for software architecture recovery. 1417-1424 - Rodrigo C. Soares, Vinicius dos Santos, Elisa Yumi Nakagawa:
Continuous evaluation of software architectures: an overview of the state of the art. 1425-1431 - Luís Ferreira
, Leopoldo Silva, Diana Pinho, Francisco Morais
, Carlos Manuel Martins, Pedro Miguel Pires, Pedro Fidalgo, Helena Rodrigues
, Paulo Cortez
, André Luiz Pilastri:
A federated machine learning approach to detect international revenue share fraud on the 5G edge. 1432-1439 - Federico Di Menna
, Henry Muccini, Karthik Vaidhyanathan
:
FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systems. 1440-1447
Software design and development: SATTA - software architecture: theory, technology, and applications track: poster papers
- Flavio Corradini, Arianna Fedeli
, Fabrizio Fornari, Andrea Polini, Barbara Re:
X-IoT: a model-driven approach for cross-platform IoT applications development. 1448-1451 - Maximilien de Bayser, Vinícius C. V. B. Segura, Leonardo Guerreiro Azevedo, Leonardo P. Tizzei, Raphael Thiago, Elton F. S. Soares, Renato Cerqueira:
DevOps and microservices in scientific system development: experience on a multi-year industry research project. 1452-1455 - Daniel Guamán, Jennifer Pérez
, Priscila Valdiviezo Díaz, Norberto Canas:
Estimating the energy consumption of software components from size, complexity and code smells metrics. 1456-1459
Software design and development: SATTA - software architecture: theory, technology, and applications track: SRC
- Amr S. Abdelfattah:
Microservices-based systems visualization: student research abstract. 1460-1464
Software design and development: SE - software engineering track
- Thomas Walshe, Andrew Simpson:
A longitudinal study of hacker behaviour. 1465-1474 - Paul Leger
, Felipe Ruiz, Nicolás Sepúlveda, Ismael Figueroa:
Evolution of a haskell repository and its use of monads: an exploratory study of stackage. 1475-1482 - Von Ithipathachai, Maral Azizi:
Are tags 'it?': analysis of the impact of tags on StackOverflow questions. 1483-1490 - Pablo C. Cañizares, Sara Pérez-Soler, Esther Guerra, Juan de Lara:
Automating the measurement of heterogeneous chatbot designs. 1491-1498 - Hendrik Winkelmann, Laura Troost, Herbert Kuchen:
Constraint-logic object-oriented programming for test case generation. 1499-1508 - Misoo Kim
, Youngkyoung Kim
, Eunseok Lee
:
How does the first buggy file work well for iterative IR-based bug localization? 1509-1516 - Oussama Ben Sghaier, Houari A. Sahraoui, Eugene Syriani:
Fighting evil is not enough when refactoring metamodels: promoting the good also matters. 1517-1526 - Emanuel Dantas, Ademar França de Sousa Neto
, Dalton Cézane Gomes Valadares, Mirko Barbosa Perkusich, Felipe Barbosa Araújo Ramos, Hyggo Oliveira de Almeida, Angelo Perkusich:
Investigating technological risks and mitigation strategies in software projects. 1527-1535 - Youngkyoung Kim
, Misoo Kim
, Eunseok Lee
:
Feature assortment for deep learning-based bug localization with a program graph. 1536-1544 - Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Design patterns mining using neural sub-graph matching. 1545-1553 - Suhwan Ji, Sang-Min Choi, Sang-Ki Ko, Dohyung Kim, Hyeonseung Im:
RepCoder: an automated program repair framework for probability-based program synthesis. 1554-1561 - Renata Brasil-Silva, Fábio Levy Siqueira:
Metrics to quantify software developer experience: a systematic mapping. 1562-1569 - Aidan P. LaBella, Joshua A. Karns, Farhad Akhbardeh, Travis Desell, Andrew J. Walton, Zechariah Morgan, Brandon Wild, Mark Dusenbury:
Optimized flight safety event detection in the national general aviation flight information database. 1570-1579 - Noah Bühlmann
, Mohammad Ghafari:
How do developers deal with security issue reports on GitHub? 1580-1589 - Deema Alshoaibi, Hiten Gupta, Max Mendelson, Ilyes Jenhani, Ali Ben Mrad
, Mohamed Wiem Mkaouer
:
Learning to characterize performance regression introducing code changes. 1590-1597 - Rick Ossendrijver, Stephan Schroevers, Clemens Grelck:
Towards automated library migrations with error prone and refaster. 1598-1606
Software design and development: SE - software engineering track: poster papers
- Sabir Saheel, Labib Bin Rahman, Fairuz Humaira, Farzana Sadia, Mahady Hasan
:
A new scrum and CMMI level 2 compatible model for small software firms in order to enhance their software quality. 1607-1610 - Michelle Y. Chew, Yi J. Cheng, Oliver Mahan, Md. Rakibul Islam
:
A comparative study of name entity recognition techniques in software engineering texts. 1611-1614
Software design and development: SE - software engineering track: SRC
- Micah Schiewe:
Bridging the gap between source code and high-level concepts in static code analysis: student research abstract. 1615-1618 - Jacob Curtis:
On language-agnostic abstract-syntax trees: student research abstract. 1619-1625
System software and security: SEC - computer security track
- Wojciech Ozga, Rasha Faqeh, Do Le Quoc, Franz Gregor, Silvio Dragone, Christof Fetzer:
CHORS: hardening high-assurance security systems with trusted computing. 1626-1635 - Luca Degani, Francesco Bergadano, Seyed Ali Mirheidari, Fabio Martinelli, Bruno Crispo:
Generative adversarial networks for subdomain enumeration. 1636-1645 - Anton Firc
, Kamil Malinka
:
The dawn of a text-dependent society: deepfakes as a threat to speech verification systems. 1646-1655 - Manuel Kern, Florian Skopik, Max Landauer, Edgar R. Weippl:
Strategic selection of data sources for cyber attack detection in enterprise networks: a survey and approach. 1656-1665 - Olivier Blazy, Pierre-Alain Fouque
, Thibaut Jacques, Pascal Lafourcade, Cristina Onete
, Léo Robert:
MARSHAL: messaging with asynchronous ratchets and signatures for faster HeALing. 1666-1673 - Matteo Busi
, Pierpaolo Degano, Letterio Galletta
:
Towards effective preservation of robust safety properties. 1674-1683 - Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin:
ANUBIS: a provenance graph-based framework for advanced persistent threat detection. 1684-1693 - Benjamin Eriksson, Pablo Picazo-Sanchez
, Andrei Sabelfeld:
Hardening the security analysis of browser extensions. 1694-1703 - Andrés Rainiero Hernández Coronado, Wei-Ming Lin:
Effective TLB thrashing: unveiling the true short reach of modern TLB designs. 1704-1712 - Quentin Stiévenart
, Coen De Roover
, Mohammad Ghafari:
Security risks of porting C programs to webassembly. 1713-1722
System software and security: SEC - computer security track: poster papers
- Mauro Conti
, Eleonora Losiouk, Alessandro Visintin:
What you see is not what you get: a man-in-the-middle attack applied to video channels. 1723-1726 - Rikima Mitsuhashi
, Takahiro Shinagawa
:
Deriving optimal deep learning models for image-based malware classification. 1727-1731
Information systems: SONAMA - social network and media analysis track
- Carlos Eduardo da Silva
, Angus Young:
An architecture for data integrity in untrustworthy social networks. 1732-1739 - Sajedul Talukder
, Nestor Hernandez, Mozhgan Azimpourkivi, Bogdan Carbunar:
User awareness and defenses against sockpuppet friend invitations in Facebook. 1740-1747 - Jean R. Ponciano
, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travençolo
:
Combining clutter reduction methods for temporal network visualization. 1748-1755 - Bhashithe Abeysinghe
, Dhara Shah, Christopher Freas, Robert W. Harrison, Rajshekhar Sunderraman:
POSLAN: disentangling chat with positional and language encoded post embeddings. 1756-1763 - Barbara Guidi, Andrea Michienzi, Laura Ricci:
Incremental communication patterns in blockchain online social media. 1764-1770 - Soeun Han, Yun-Yong Ko
, Yushim Kim, Seong Soo Oh, Heejin Park, Sang-Wook Kim:
D-FEND: a diffusion-based fake news detection framework for news articles related to COVID-19. 1771-1778 - Huseyin Alper Teoman, Pinar Karagoz:
Group oriented trust-aware location recommendation for location-based social networks. 1779-1788
Information systems: SONAMA - social network and media analysis track: poster papers
- Cefas Garcia Pereira, Humberto Torres Marques-Neto:
Characterizing the impact of fact-checking on the COVID-19 misinformation combat. 1789-1796 - Fatima Zahrah, Jason R. C. Nurse, Michael Goldsmith:
A comparison of online hate on reddit and 4chan: a case study of the 2020 US election. 1797-1800 - Maria Tomasso, Lucas J. Rusnak
, Jelena Tesic
:
Cluster boosting and data discovery in social networks. 1801-1803 - Jongsoo Lee, Jung Ah Shin, Dong-Kyu Chae:
A diversity personalization approach towards recommending POIs for Jeju island. 1804-1807
Software design and development: SVT - software verification and testing track
- Martin Blicha
, Jan Kofron
, William Tatarko:
Summarization of branching loops. 1808-1816 - Isabella Mastroeni
, Michele Pasqua:
Verifying opacity by abstract interpretation. 1817-1826 - Thuy Nguyen, Takashi Tomita
, Junpei Endo, Geon-ung Kang, Toshiaki Aoki
:
Leveraging hardware-dependent knowledge extraction with multiple program analysis techniques. 1827-1836 - Aharon Abadi, Bar Makovitzki, Ron Shemer, Shmuel S. Tyszberowicz:
A lightweight approach for sound call graph approximation. 1837-1844
Software design and development: SVT - software verification and testing track: poster papers
- Aleksandar S. Dimovski
:
Model sketching by abstraction refinement for lifted model checking. 1845-1848 - Thibault Martin, Nikolai Kosmatov, Virgile Prevosto:
Verifying redundant-check based countermeasures: a case study. 1849-1852 - Xu Wang
, Qiwen Xu:
A simple proof of data-race freedom and coherence for simpson's 4-slot algorithm. 1853-1856 - Chukri Soueidi
, Yliès Falcone:
Capturing program models with BISM. 1857-1861
Information systems: SWA - semantic web and applications track
- Laura Rekasiute, Alvaro Jose Jimenez Palenzuela, Nijole Salnaite, Ramon Carrera Cuenca, Flavius Frasincar:
Predicting the category of customers' next product to buy in web shops. 1862-1871 - Dragana Markovic, Milic Scekic, Alessio Bucaioni, Antonio Cicchetti:
Could jamstack be the future of web applications architecture?: an empirical study. 1872-1881 - Yun Liu, Jun Miyazaki, Qiong Chang
:
Knowledge graph enhanced multi-task learning between reviews and ratings for movie recommendation. 1882-1889 - Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix:
Generalized graph pattern discovery in linked data with data properties and a domain ontology. 1890-1899 - Eddy Kiomba Kambilo
, Hajer Baazaoui Zghal
, Chirine Ghedira Guégan, Vlado Stankovski, Petar Kochovski, Dan Vodislav:
A blockchain-based framework for drug traceability: ChainDrugTrac. 1900-1907 - Samaneh Jozashoori, Ahmad Sakor, Enrique Iglesias, Maria-Esther Vidal:
EABlock: a declarative entity alignment block for knowledge graph creation pipelines. 1908-1916
Information systems: SWA - semantic web and applications track: poster papers
- Kritarth Bisht, Seba Susan
:
v-TCM: vertical-aware transformer click model for web search. 1917-1920 - Shubham Mante, Nathalie Hernandez, Aftab M. Hussain
, Sachin Chaudhari, Deepak Gangadharan, Thierry Monteil:
5D-IoT, a semantic web based framework for assessing IoT data quality. 1921-1924
Distributed systems: WCN - Wireless communications and networking track
- Otto Benjamin Piramuthu, Matthew C. Caesar
:
UAV-VANET authentication for real-time highway surveillance. 1925-1931 - Junho Seo, Ayesha Siddiqa, Muhammad Ashar Tariq, Malik Muhammad Saad, Dongkyun Kim:
Cluster-based AUV communication for delay-sensitive vulnerability detection using NDN. 1932-1937 - Shahnila Rahim, Mian Muaz Razaq
, Shih Yu Chang, Limei Peng:
A reinforcement learning-based path planning for collaborative UAVs. 1938-1943 - Syed Hassan Raza Naqvi, Pin-Han Ho:
On hybrid front-haul for 5G NR mmWave indoor coverage. 1944-1949 - Stéfani S. Pires, Adriana Ribeiro, Leobino Sampaio:
A meta-policy approach for learning suitable caching replacement policies in information-centric networks. 1950-1959 - Yan Liu, Huihui Wu, Yulong Shen, Xiaohong Jiang:
Multi-antenna covert communications in random wireless networks with full-duplex relay. 1960-1966 - Foroutan Fami, Nessrine Hammami, Chuan Pham, Kim-Khoa Nguyen:
Optimization of IoT slices in wifi enterprise networks. 1967-1974
Distributed systems: WCN - Wireless communications and networking track: poster papers
- Otto Benjamin Piramuthu, Matthew Caesar
:
Lightweight VANET authentication protocols. 1975-1978 - Dariusz P. Wiecek
, Jacek W. Wronski:
GPGPU wide-area calculations for estimation of electromagnetic field human exposure levels. 1979-1982 - Thomas Lavigne, Bacem Mbarek, Tomás Pitner:
An intelligent blockchain application for emergency medical services. 1983-1986
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