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ORCID36th SAC 2021: Virtual Event [Republic of Korea]
- Chih-Cheng Hung, Jiman Hong, Alessio Bechini, Eunjee Song:
SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021. ACM 2021, ISBN 978-1-4503-8104-8
Theme: Artificial intelligence and agents: BIO - Bioinformatics track
- Mahdi Belcaid, Cédric Arisdakessian, Yuliia Kravchenko:
Efficient DNA sequence partitioning using probabilistic subsets and hypergraphs. 4-9 - Dario Aragona, Luca Podo, Bardh Prenkaj
, Paola Velardi:
CoRoNNa: a deep sequential framework to predict epidemic spread. 10-17 - Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe:
Natural vs balanced distribution in deep learning on whole slide images for cancer detection. 18-25
Poster Session: Theme: Artificial intelligence and agents: BIO - Bioinformatics track: Poster papers
- Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Protein secondary structure prediction based on fusion of machine learning classifiers. 26-29
Theme: Distributed systems: CC - Cloud computing track
- Illyoung Choi, John H. Hartman:
Stargate: remote data access between hadoop clusters. 32-39 - Amir Teshome Wonjiga, Louis Rilling, Christine Morin:
SLA definition for network intrusion detection systems in IaaS clouds. 40-49 - Amina Chikhaoui, Laurent Lemarchand, Kamel Boukhalfa, Jalil Boukhobza:
StorNIR, a multi-objective replica placement strategy for cloud federations. 50-59 - Emad Heydari Beni, Eddy Truyen, Bert Lagaisse, Wouter Joosen, Jordy Dieltjens:
Reducing cold starts during elastic scaling of containers in kubernetes. 60-68 - Hernán Humberto Álvarez-Valera, Marc Dalmau, Philippe Roose, Jorge Larracoechea, Christina Herzog:
An energy saving approach: understanding microservices as multidimensional entities in p2p networks. 69-78
Poster Session: Theme: Distributed systems: CC - Cloud computing track: Poster papers
- Paras Bhagtya, S. Raghavan, K. Chandrasekaran, Usha D.:
Workload classification in multi-vm cloud environment using deep neural network model. 79-82 - Özgür Sedefoglu, Hasan Sözer:
Cost minimization for deploying serverless functions. 83-85 - Avadh Kishor, Rajdeep Niyogi:
A bargaining game based energy-aware load balancing in cloud data centers. 86-88
Theme: Artificial intelligence and agents: CIVIA - Computational intelligence and video & image analysis track
- Vicent Sanz Marco, David G. Valcarce, Marta F. Riesco, Vanesa Robles:
Low-cost automatic fish measuring estimation. 90-97 - Danilo Borges da Silva, Creto Augusto Vidal, Joaquim B. Cavalcante Neto, Italo N. S. Pessoa, Rubens Fernandes Nunes:
Topple-free foot strategy applied to real-time motion capture data using kinect sensor. 98-106 - Nora Muscholl, Matthias Klusch, Patrick Gebhard, Tanja Schneeberger:
EMIDAS: explainable social interaction-based pedestrian intention detection across street. 107-115 - Moshe Kravchik, Battista Biggio, Asaf Shabtai:
Poisoning attacks on cyber attack detectors for industrial control systems. 116-125
Theme: System software and security: CPS - Cyber-physical systems track
- Ruihao Li, Ke Liu, Xiaojun Cai, Mengying Zhao, Lizy K. John, Zhiping Jia:
Improving CNN performance on FPGA clusters through topology exploration. 126-134 - Aitor Gartziandia, Aitor Arrieta, Aitor Agirre, Goiuria Sagardui, Maite Arratibel:
Using regression learners to predict performance problems on software updates: a case study on elevators dispatching algorithms. 135-144 - Peng Chen, Hui Chen, Jun Zhou, Di Liu, Shiqing Li, Weichen Liu, Wanli Chang, Nan Guan:
Partial order based non-preemptive communication scheduling towards real-time networks-on-chip. 145-154 - Sangyoung Park, Alma Pröbstl, Wanli Chang, Anuradha Annaswamy, Samarjit Chakraborty:
Exploring planning and operations design space for EV charging stations. 155-163 - Sumana Ghosh, Arnab Mondal, Debayan Roy, Philipp H. Kindt, Soumyajit Dey, Samarjit Chakraborty:
Proactive feedback for networked CPS. 164-173
Poster Session: Theme: System software and security: CPS - Cyber-physical systems track: Poster papers
- Muhammad Atif, Tommaso Zoppi, Mohamad Gharib, Andrea Bondavalli:
Quantitative comparison of supervised algorithms and feature sets for traffic sign recognition. 174-177 - Yongchao Hu, Yajuan Du:
Reducing tail latency of LSM-tree based key-value store via limited compaction. 178-181
Theme: Distributed systems: DADS - Dependable, adaptive, and secure distributed systems track
- Matthew Bradbury, Arshad Jhumka, Tim Watson:
Trust assessment in 32 KiB of RAM: multi-application trust-based task offloading for resource-constrained IoT nodes. 184-193 - Matheus Torquato, Paulo Romero Martins Maciel, Marco Vieira:
Analysis of VM migration scheduling as moving target defense against insider attacks. 194-202 - Filipa Pedrosa, Luís Rodrigues:
Reducing the subscription latency in reliable causal publish-subscribe systems. 203-212 - Johannes Köstler, Hans P. Reiser, Gerhard Habiger, Franz J. Hauck:
SmartStream: towards byzantine resilient data streaming. 213-222 - Arijet Sarker, SangHyun Byun, Wenjun Fan, Sang-Yoon Chang:
Blockchain-based root of trust management in security credential management system for vehicular communications. 223-231
Poster Session: Theme: Distributed systems: DADS - Dependable, adaptive, and secure distributed systems track: Poster papers
- Mohamad Gharib, Tommaso Zoppi, Andrea Bondavalli:
Understanding the properness of incorporating machine learning algorithms in safety-critical systems. 232-234 - Rhauani Weber Aita Fazul, Patrícia Pitthan Barcelos:
Automation and prioritization of replica balancing in HDFS. 235-238
Theme: Distributed systems: DAPP - Decentralized applications with blockchain, DLT and crypto-currencies track
- Lital Badash, Nachiket Tapas, Asaf Nadler, Francesco Longo, Asaf Shabtai:
Blockchain-based bug bounty framework. 239-248 - Wei-Yang Chiu, Weizhi Meng:
Towards decentralized bicycle insurance system based on blockchain. 249-256 - Sammy de Figueiredo, Akash Madhusudan, Vincent Reniers, Svetla Nikova, Bart Preneel:
Exploring the storj network: a security analysis. 257-264 - Stefano Bistarelli, Ivan Mercanti, Francesco Faloci, Francesco Santini:
Highlighting poor anonymity and security practice in the blockchain of Bitcoin. 265-272 - Jongbeen Han, Mansub Song, Hyeonsang Eom, Yongseok Son:
An efficient multi-signature wallet in blockchain using bloom filter. 273-281 - Mauricio Jacobo-Romero, André Freitas:
Microeconomic foundations of decentralised organisations. 282-290 - Liuyang Ren, Wei-Ting Chen, Paul A. S. Ward:
SnapshotSave: fast and low storage demand blockchain bootstrapping. 291-300
Poster Session: Theme: Distributed systems: DAPP - Decentralized applications with blockchain, DLT and crypto-currencies track: Poster papers
- I. Smagin:
State-witnessed virtual transactions for atomic execution of complexity-unconstrained smart contracts. 301-304 - Jongbeen Han, Heemin Kim, Hyeonsang Eom, Yongseok Son:
A decentralized document management system using blockchain and secret sharing. 305-308
Theme: Information systems: DBDM - Databases and big data management track
- Michael Gowanlock, Zane Fink, Ben Karsin, Jordan Wright:
A study of work distribution and contention in database primitives on heterogeneous CPU/GPU architectures. 311-320 - Ramon Lawrence:
Adaptive flash sorting for memory-constrained embedded devices. 321-326 - Andre Moriyama, Lucas Santiago Rodrigues, Lucas C. Scabora, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina:
VD-tree: how to build an efficient and fit metric access method using voronoi diagrams. 327-335
Poster Session: Theme: Information systems: DBDM - Databases and big data management track: Poster papers
- Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.:
SHARq: sharing recursive queries in relational databases. 336-339 - Xhino Mullaymeri, Alexandros Karakasidis:
A two-party private string matching fuzzy vault scheme. 340-343
Theme: Information systems: DM - Data mining track
- Sijie He, Hao Huang, Shinjae Yoo, Weizhong Yan, Feng Xue, Tianyi Wang, Chenxiao Xu:
Flight data anomaly detection and diagnosis with variable association change. 346-354 - Francesco Bariatti, Peggy Cellier, Sébastien Ferré:
GraphMDL+: interleaving the generation and MDL-based selection of graph patterns. 355-363 - Rafael Gaspar de Sousa, Sarajane Marques Peres, Marcelo Fantinato, Hajo Alexander Reijers:
Concept drift detection and localization in process mining: an integrated and efficient approach enabled by trace clustering. 364-373 - Khanh-Huu-The Dam, Thomas Given-Wilson, Axel Legay:
Unsupervised behavioural mining and clustering for malware family identification. 374-383 - Clement Moreau, Alexandre Chanson, Verónika Peralta, Thomas Devogele, Cyril de Runz:
Clustering sequences of multi-dimensional sets of semantic elements. 384-391 - Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
Implicitly distributed fuzzy random forests. 392-399 - Jose Castro-Ochante, Guillermo Cámara Chávez, Erick Gomez Nieto:
ICE: a visual analytic tool for interactive clustering ensembles generation. 400-408
Poster Session: Theme: Information systems: DM - Data mining track: Poster papers
- Peng Xu, Claudia Eckert, Apostolis Zarras:
Detecting and categorizing Android malware with graph neural networks. 409-412 - Sergio Bachiller, Lara Quijano Sánchez, Iván Cantador:
A flexible and lightweight interactive data mining tool to visualize and analyze digital citizen participation content. 413-416
Theme: Information systems: DS - Data streams track
- Ricardo Cerri, Joel David Costa Júnior, Elaine R. Faria, João Gama:
A new self-organizing map based algorithm for multi-label stream classification. 418-426 - Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Juan Boubeta-Puig, Nelly Bencomo, Guadalupe Ortiz:
Towards an architecture integrating complex event processing and temporal graphs for service monitoring. 427-435 - Hyunju Kim, Dongman Lee:
ADELA: attention based deep ensemble learning for activity recognition in smart collaborative environments. 436-444
Poster Session: Theme: Information systems: DS - Data streams track: Poster papers
- Shimon Harush, Yair Meidan, Asaf Shabtai:
DeepStream: autoencoder-based stream temporal clustering. 445-448
Theme: Artificial intelligence and agents: EC - Applications of evolutionary computing track
- Hirad Assimi, Ben Koch, Chris Garcia, Markus Wagner, Frank Neumann:
Modelling and optimization of run-of-mine stockpile recovery. 450-458 - Tri-Hai Nguyen, Jason J. Jung:
Inverse pheromone-based decentralized route guidance for connected vehicles. 459-463 - Noman Javed, Fernand Gobet:
On-the-fly simplification of genetic programming models. 464-471 - Rolando Miragaia, Francisco Fernández de Vega, Gustavo Reis:
Evolving a multi-classifier system with cartesian genetic programming for multi-pitch estimation of polyphonic piano music. 472-480
Theme: System software and security: EMBS - Embedded systems track
- Biruk B. Seyoum, Marco Pagani, Alessandro Biondi, Giorgio C. Buttazzo:
Automating the design flow under dynamic partial reconfiguration for hardware-software co-design in FPGA SoC. 481-490 - Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung:
TONIC: towards oblivious neural inference compiler. 491-500 - Julius Roeder, Benjamin Rouxel, Sebastian Altmeyer, Clemens Grelck:
Energy-aware scheduling of multi-version tasks on heterogeneous real-time systems. 501-510 - Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla:
MUCH: exploiting pairwise hardware event monitor correlations for improved timing analysis of complex MPSoCs. 511-520 - Camélia Slimani, Chun-Feng Wu, Yuan-Hao Chang, Stéphane Rubini, Jalil Boukhobza:
RaFIO: a random forest I/O-aware algorithm. 521-528
Poster Session: Theme: System software and security: EMBS - Embedded systems track: Poster papers
- Oliver Keszöcze, Marcel Brand, Michael Witterauf, Christian Heidorn, Jürgen Teich:
Aarith: an arbitrary precision number library. 529-534
Theme: Information systems: GIA - GeoInformation analytics track
- Niyi Ogunbiyi, Artie Basukoski, Thierry J. Chaussalet:
Incorporating spatial context into remaining-time predictive process monitoring. 535-542 - José Duarte, Mark McKenney:
An algorithm to interpolate concavities. 543-550 - Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos:
A novel similarity measure for multiple aspect trajectory clustering. 551-558 - Margarita Khokhlova, Nathalie Abadie, Valérie Gouet-Brunet, Liming Chen:
Learning embeddings for cross-time geographic areas represented as graphs. 559-568
Theme: Information systems: HI - Health informatics track
- Matteo Mantovani, Beatrice Amico, Carlo Combi:
Discovering predictive trend-event patterns in temporal clinical data. 570-579 - Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Björn W. Schuller:
Identifying surgical-mask speech using deep neural networks on low-level aggregation. 580-585 - Carlo Combi, Francesca Galetto, Hirenkumar Chandrakant Nakawala, Giuseppe Pozzi, Francesca Zerbato:
Enriching surgical process models by BPMN extensions for temporal durations. 586-593 - Anna Markella Antoniadi, Miriam Galvin, Mark Heverin, Orla Hardiman, Catherine Mooney:
Development of an explainable clinical decision support system for the prediction of patient quality of life in amyotrophic lateral sclerosis. 594-602 - Haomin Mao, Shuhei Tsuchida, Yongbeom Kim, Rintaro Kanada, Takayuki Hori, Tsutomu Terada, Masahiko Tsukamoto:
A thermal comfort estimation method by wearable sensors. 603-610 - Milene Santos Teixeira, Vinícius Maran, Mauro Dragoni:
The interplay of a conversational ontology and AI planning for health dialogue management. 611-619 - Ankit Pal, Malaikannan Sankarasubbu:
Pay attention to the cough: early diagnosis of COVID-19 using interpretable symptoms embeddings with cough sound signal processing. 620-628 - Luis H. S. Vogado, Pablo Vieira, Pedro de A. Santos Neto, Lucas A. Lopes, Gleison de Andrade e Silva Silva, Flávio H. D. Araújo, Rodrigo Veras:
Detection of COVID-19 in chest X-ray images using transfer learning with deep convolutional neural network. 629-636
Poster Session: Theme: Information systems: HI - Health informatics track: Poster papers
- Jonghoon Shin, Junhyung Moon, Beomsik Kim, Jihwan Eom, Noseong Park, Kyoungwoo Lee:
Attention-based stress detection exploiting non-contact monitoring of movement patterns with IR-UWB radar. 637-640
Theme: Information systems: IAR - Information access and retrieval track
- David E. Losada, Matthias Herrmann, David Elsweiler:
Cost-effective identification of on-topic search queries using multi-armed bandits. 645-654 - Javier Parapar, David E. Losada, Álvaro Barreiro:
Testing the tests: simulation of rankings to compare statistical significance tests in information retrieval evaluation. 655-664 - Alexis Dusart, Karen Pinel-Sauvagnat, Gilles Hubert:
ISSumSet: a tweet summarization dataset hidden in a TREC track. 665-671 - David Otero, Javier Parapar, Álvaro Barreiro:
The wisdom of the rankers: a cost-effective method for building pooled test collections without participant systems. 672-680
Poster Session: Theme: Information systems: IAR - Information access and retrieval track: Poster papers
- Andreas Henrich, Markus Wegmann:
Search and evaluation methods for class level information retrieval: extended use and evaluation of methods applied in expertise retrieval. 681-684 - Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani:
Heterogeneous document embeddings for cross-lingual text classification. 685-688
Theme: Information systems: INTOP - Interoperability track
- Jahoon Koo, Young-Gab Kim:
Interoperability requirements for a smart city. 690-698 - Aamir Shahzad, Kaiwen Zhang, Abdelouahed Gherbi:
Privacy-preserving smart grid traceability using blockchain over IoT connectivity. 699-706
Poster Session: Theme: Information systems: INTOP - Interoperability track: Poster papers
- Sune Chung Jepsen, Torben Worm, Thomas Ingemann Mørk, Jakob Hviid:
An analysis of asset interoperability for I4.0 middleware. 707-710
Theme: System software and security: IoT - Internet of things track
- Zakaria Maamar, Mohammed Al-Khafajiy:
Cloud-edge coupling to mitigate execution failures. 711-718 - Olamilekan Fadahunsi, Yuxiang Ma, Muthucumaru Maheswaran:
Edge scheduling framework for real-time and non real-time tasks. 719-728 - Dapeng Lan, Yu Liu, Amir Taherkordi, Frank Eliassen, Stéphane Delbruel, Lei Liu:
A federated fog-cloud framework for data processing and orchestration: a case study in smart cities. 729-736 - Daichi Koike, Shigemi Ishida, Yutaka Arakawa:
Called function identification of IoT devices by network traffic analysis. 737-743 - Moonyoung Lee, In-Young Ko:
Service consumption planning for efficient service migration in mobile edge computing environments. 744-751 - Dae Young Park, In-Young Ko:
Auto-labeling of sensor data using social media messages: a case study for a smart city. 752-760 - Jacob Marks, Brandon Montano, Jiwan Chong, Manjusha Raavi, Raisa Islam, Tomás Cerný, Dongwan Shin:
Differential privacy applied to smart meters: a mapping study. 761-770
Poster Session: Theme: System software and security: IoT - Internet of things track: Poster papers
- Flavia Schneider, Adriano Branco, Ariane M. B. Rodrigues, Felipe Oliveira Carvalho, Simone D. J. Barbosa, Markus Endler, Hélio Lopes:
Yet another BLE technology based tracking system. 771-774
Theme: Artificial intelligence and agents: IRMAS - Intelligent robotics and multi-agent systems track
- Shuo Jiang, Christopher Amato:
Multi-agent reinforcement learning with directed exploration and selective memory reuse. 777-784 - Sarah Brent, Chengzhi Yuan, Paolo Stegagno:
Cooperative place recognition in robotic swarms. 785-792 - Albano Borba, Johann Pires, Rafael Molossi Escher, Rodrigo Andrade de Bem, Paulo Drews Jr.:
A spatio-temporal exposure correction neural network for autonomous vehicle. 793-800 - Ajay Kattepur, Swarup Kumar Mohalik:
FlatPack: flexible temporal planning with verification and controller synthesis. 801-810
Poster Session: Theme: Artificial intelligence and agents: IRMAS - Intelligent robotics and multi-agent systems track: Poster papers
- Saber Kazeminasab, Roozbeh Jafari, M. Katherine Banks:
An LQR-assisted control algorithm for an under-actuated in-pipe robot in water distribution systems. 811-814 - Liyang Wang, Jinxin Zhao, Liangjun Zhang:
NavDog: robotic navigation guide dog via model predictive control and human-robot modeling. 815-818
Theme: Artificial intelligence and agents: KLP - Knowledge and language processing track
- Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca:
Explaining a neural attention model for aspect-based sentiment classification using diagnostic classification. 821-827 - Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca:
Data augmentation in a hybrid approach for aspect-based sentiment analysis. 828-835 - Félix Martel, Amal Zouaq:
Taxonomy extraction using knowledge graph embeddings and hierarchical clustering. 836-844 - Tiago Martinho de Barros, Hélio Pedrini, Zanoni Dias:
Leveraging emoji to improve sentiment classification of tweets. 845-852
Poster Session: Theme: Artificial intelligence and agents: KLP - Knowledge and language processing track: Poster papers
- Ritam Mallick, Seba Susan, Vaibhaw Agrawal, Rizul Garg, Prateek Rawal:
Context- and sequence-aware convolutional recurrent encoder for neural machine translation. 853-856 - Lee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim:
Structurally enriched entity mention embedding from semi-structured textual content. 857-860
Theme: Artificial intelligence and agents: KRR - Knowledge representation and reasoning track
- Franz Baader, Francesco Kriegel, Adrian Nuradiansyah, Rafael Peñaloza:
Safety of quantified ABoxes w.r.t. singleton εL policies. 863-872 - Atefeh Keshavarzi Zafarghandi, Rineke Verbrugge, Bart Verheij:
Strong admissibility for abstract dialectical frameworks. 873-880 - Igor Stéphan:
First-order ASP programs as CHR programs. 881-888
Poster Session: Theme: Artificial intelligence and agents: KRR - Knowledge representation and reasoning track: Poster papers
- Jonas Haldimann, Kai Sauerwald, Martin von Berg, Gabriele Kern-Isberner, Christoph Beierle:
Towards a framework of hansson's descriptor revision for conditionals. 889-891
Theme: Distributed systems: MCA - Mobile computing and applications track
- Assad Maalouf, Lunjin Lu:
Taint analysis of arrays in Android applications. 893-899 - William Janoti, Paulo Ferreira:
detectBiklio: detecting bicycle usage with a smartphone app. 900-907
Poster Session: Theme: Distributed systems: MCA - Mobile computing and applications track: Poster papers
- Parjanya Vyas, R. K. Shyamasundar, Bhagyesh V. Patil:
App2SecApp: privacy protection from Android applications. 908-911