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11th international conference on Multimedia and Network Information systems, MISSI 2018

11th International Conference on Multimedia and Network Info...

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11th international conference on Multimedia and Network Information systems, MISSI 2018

ISBN: (纸本)9783319986777

the proceedings contain 58 papers. the special focus in this conference is on Multimedia and Network Information systems. the topics include: Comparative analysis of accuracy of fuzzy clustering methods applied for image processing;an efficient method for sign language recognition from image using convolutional neural network;Audio/speech coding based on the perceptual sparse representation of the signal with DAE neural network quantizer and near-end listening enhancement;the features and functions of an effective multimedia information retrieval system (MMIR);youTube timed metadata enrichment using a collaborative approach;improving the responsiveness of geospatial web applications through client-side processing;isotone galois connections and generalized one-sided concept lattices;Transfer learning in GMDH-type neural networks;modelling of taxi dispatch problem using heuristic algorithms;modern approaches to multi-dimensional visual signals analysis;malware detection using black-box neural method;intrusion detection and risk evaluation in online transactions using partitioning methods;Prediction of autism severity level in Bangladesh using fuzzy logic: FIS and ANFIS;a framework for analyzing academic data;verifying usefulness of algorithms for WordNet based similarity sense disambiguation;comparison of paragram and glove results for similarity benchmarks;calculating optimal queries from the query relevance file;survey on neural machine translation into Polish;Multilingual and intercultural competence for ICT: Accessing and assessing electronic information in the global world;selection of most suitable secondary school alternative by multi-criteria fuzzy analytic hierarchy process;new applications of sound and vision engineering;comparison of the novel classification methods on the reuters-21578 corpus;sparse solution to inverse problem of nonlinear dimensionality reduction.

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A Recent Research on Malware Detection Using Machine Learning Algorithm: Current Challenges and Future Works

A Recent Research on Malware Detection Using Machine Learnin...

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7th international conference on Advances in Visual Informatics, IVIC 2021

作者： Gorment, Nor Zakiah Selamat, Ali Krejcar, Ondrej Malaysia-Japan International Institute of Technology Universiti Teknologi Malaysia Jalan Sultan Yahya Petra Kuala Lumpur54100 Malaysia Faculty of Engineering School of Computing Universiti Teknologi Malaysia Johor Bahru Johor81310 Malaysia Universiti Teknologi Malaysia Johor Bahru Johor81310 Malaysia College of Computing and Informatics Universiti Tenaga Nasional Jalan IKRAM-UNITEN Kajang Selangor43000 Malaysia Faculty of Informatics and Management Universiti Hradec Kralove Rokitanskeho 62 Hradec Kralove50003 Czech Republic

ISBN: (纸本)9783030902346

Each year, malware issues remain one of the cybersecurity concerns since malware’s complexity is constantly changing as the innovation rapidly grows. As a result, malware attacks have affected everyday life from various mediums and ways. therefore, a machine learning algorithm is one of the essential solutions in the security of computer systems to detect malware regarding the ability of machine learning algorithms to keep up with the evolution of malware. this paper is devoted to reviewing the most up-to-date research works from 2017 to 2021 on malware detection where machine learning algorithm including K-Means, Decision Tree, Meta-Heuristic, Naïve Bayes, Neuro-fuzzy, Bayesian, Gaussian, Support Vector Machine (SVM), K-Nearest Neighbour (KNN) and n-Grams was discovered using a systematic literature review. this paper aims at the following: (1) it describes each machine learning algorithm, (2) for each algorithm;it shows the performance of malware detection, and (3) we present the challenges and limitations of the algorithm during research processes. © 2021, Springer Nature Switzerland AG.

关键词： Support vector machines

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19th international conference on Computational Science, ICCS 2019

19th International Conference on Computational Science, ICCS...

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19th international conference on Computational Science, ICCS 2019

ISBN: (纸本)9783030227333

the proceedings contain 136 papers. the special focus in this conference is on Computational Science. the topics include: Forecasting Network throughput of Remote Data Access in computing Grids;accurately Simulating Energy Consumption of I/O-Intensive Scientific Workflows;exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance computing Applications;analysis of the Construction of Similarity Matrices on Multi-core and Many-Core Platforms Using Different Similarity Metrics;high Performance algorithms for Counting Collisions and Pairwise Interactions;comparing Domain Decomposition Methods for the Parallelization of Distributed Land Surface Models;Analysis and Detection on Abused Wildcard Domain Names Based on DNS Logs;XScan: An Integrated Tool for Understanding Open Source Community-Based Scientific Code;an On-Line Performance Introspection Framework for Task-Based Runtime systems;productivity-Aware Design and Implementation of Distributed Tree-Based Search algorithms;rational Approximation of Scientific Data;Development of Element-by-Element Kernel algorithms in Unstructured Implicit Low-Order Finite-Element Earthquake Simulation for Many-Core Wide-SIMD CPUs;A High-Productivity Framework for Adaptive Mesh Refinement on Multiple GPUs;harmonizing Sequential and Random Access to Datasets in Organizationally Distributed Environments;towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering;how to Compose Product Pages to Enhance the New Users’ Interest in the Item Catalog?;rumor Detection on Social Media: A Multi-view Model Using Self-attention Mechanism;emoMix: Building an Emotion Lexicon for Compound Emotion Analysis;long Term Implications of Climate Change on Crop Planning;representation Learning of Taxonomies for Taxonomy Matching;creating Training Data for Scientific Named Entity Recognition with Minimal Human Effort;Design of a High-Performance Tensor-Vector Multiplication with BLAS.

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7th international Workshop on Engineering Multi-Agent systems, EMAS 2019

7th International Workshop on Engineering Multi-Agent System...

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7th international Workshop on Engineering Multi-Agent systems, EMAS 2019

ISBN: (纸本)9783030514167

the proceedings contain 13 papers. the special focus in this conference is on Engineering Multi-Agent systems. the topics include: JS-son - A lean, extensible JavaScript agent programming library;SAT for epistemic logic using belief bases;Jacamo-web is on the fly: An interactive multi-agent system IDE;From goals to organisations: Automated organisation generator for MAS;on enactability of agent interaction protocols: Towards a unified approach;An architecture for integrating BDI agents with a simulation environment;Using MATsim as a component in dynamic agent-based micro-simulations;Incorporating social practices in BDI agent systems;who’s that? - Social situation awareness for behaviour support agents: A feasibility study;the "why did you do that?" button: Answering why-questions for end users of robotic systems;from programming agents to Educating agents – A jason-based framework for integrating learning in the development of cognitive agents.

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13th international conference on Dependability and Complex systems, DepCoS-RELCOMEX 2018

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13th international conference on Dependability and Complex systems, DepCoS-RELCOMEX 2018

ISBN: (纸本)9783319914459

the proceedings contain 52 papers. the special focus in this conference is on Dependability and Complex systems. the topics include: An empirical evaluation of risk of underpricing during initial public offering;dependability analysis of hierarchically composed system-of-systems;estimation of travel time in the city using neural networks trained with simulated urban traffic data;fairness in temporal verification of distributed systems;dual-processor tasks scheduling using modified Muntz-Coffman algorithm;Comparison of results computations of meta-heuristic CAD algorithms for complex systems with higher degree of dependability;Short-term and long-term memory in Tabu search algorithm for CAD of complex systems with higher degree of dependability;construction of the structure function of multi-state system based on incompletely specified data;railway operation schedule evaluation with respect to the system robustness;computerization of operation process in municipal transport;Networks key distribution protocols using KPS;neurons’ transfer function modeling with the use of fractional derivative;the implementation of an intelligent algorithm hybrid biometric identification for the exemplary hardware platforms;usability, security and safety interaction: Profile and metrics based analysis;business availability indicators of critical infrastructures related to the climate-weather change;Genetic-algorithm-driven MIMO multi-user detector for wireless communications;monte-Carlo simulation and availability assessment of the smart building automation systems considering component failures and attacks on vulnerabilities;a method for passenger level of service estimation at the airport landside;consistency-driven pairwise comparisons approach to software product management and quality measurement;platform for software quality and dependability data analysis;Common criteria IT security evaluation methodology – An Ontological approach.

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12th international conference on Genetic and Evolutionary computing, ICGEC 2018

12th International Conference on Genetic and Evolutionary Co...

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12th international conference on Genetic and Evolutionary computing, ICGEC 2018

ISBN: (纸本)9789811358401

the proceedings contain 76 papers. the special focus in this conference is on Genetic and Evolutionary computing. the topics include: Influence of SVC and STATCOM Access on Voltage Stability of Doubly Fed Wind Turbine;influence of Wind Farm Access on System Small Signal Stability;Visual QR Code with Beautication and Self-recovery Based on Data Hiding;Cloud Service and APP for Drug–Herb Interaction;design and Implementation of the Health Monitor for Aged People;a Uniform Methodology for Mobile and Desktop Web Applications;design of Greenhouse Wireless Monitoring System Based on Genetic Algorithm;design and Implementation of Microbiological Fermentation Monitoring System;a Bi-level Image Segmentation Framework Using Gradient Ascent;density Peak Clustering Based on Firefly Algorithm;finger Vein Image Registration Based on Genetic Algorithm;a Review of Satellite Video on Demand with Evolutionary computing;Graph-Regularized NMF with Prior Knowledge for Image Inpainting;Collaborative Filtering Model Based on Time Context for IPTV Live Recommendation;virtual Reality Projection Alignment for Automatic Measuring Truck’s Box Volume in Single Image;license Plate Occlusion Detection Based on Character Jump;reversible Watermarking Based on Adaptive Prediction Error Expansion;a New Comprehensive Database for Hand Gesture Recognition;fast algorithms for Poisson Image Denoising Using Fractional-Order Total Variation;An Adaptive Model Parameters Prediction Mechanism for LCU-Level Rate Control;A Multi-population QUasi-Affine TRansformation Evolution Algorithm for Global Optimization;an Image Encryption Scheme Based on the Discrete Auto-Switched Chaotic System;a Robust On-Road Vehicle Detection and Tracking Method Based on Monocular Vision;single Actor Pooled Steganalysis;service Migration Based on Software-Defined Networking.

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7th EAI international conference on Arts and Technology, Interactivity, and Game Creation, ArtsIT 2018 and 3rd EAI international conference on Design, Learning and Innovation, DLI 2018

7th EAI International Conference on Arts and Technology, Int...

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7th EAI international conference on Arts and Technology, Interactivity, and Game Creation, ArtsIT 2018 and 3rd EAI international conference on Design, Learning and Innovation, DLI 2018

ISBN: (纸本)9783030061333

the proceedings contain 58 papers. the special focus in this conference is on Arts and Technology, Interactivity, and Game Creation. the topics include: Using Motion Expressiveness and Human Pose Estimation for Collaborative Surveillance Art;creative Approaches on Interactive Visualization and Characterization at the Nanoscale;contemporary Installation Art and Phenomenon of Digital Interactivity: Aha Experiences – Recognition and Related Creating with and for Affordances;memorial Design Pattern Catalogue – Design Issues for Digital Remembrance;cyberella – Design Issues for Interactive 360 Degree Film;smart, Affective, and Playable Cities;serious Game for Teaching Statistics in Higher Education: Storyboard Design;speculative Design for Development of Serious Games: A Case Study in the Context of Anorexia Nervosa;ArtsIT/DLI History, Research and Network Development;multidisciplinary Experience in the Creation of Pervasive Games for Interactive Spaces;scentgraphy - Interactive Installation of Scent Communication;the Use of 360-Degree Video to Provide an Alternative Media Approach to Paralympic Sports;“I Didn’t Know, You Could Do that” - Affordance Signifiers for Touch Gestures on Mobile Devices;a Social App that Combines Dating and Museum Visiting Experiences;effects of Vibrotactile Feedback in Commercial Virtual Reality systems;evolving Virtual Ecology;a Serious Game for Hemophobia Treatment Phobos: First Insights;inside the Geometry - Double Language;citizen Science and Game with a Purpose to Foster Biodiversity Awareness and Bioacoustic Data Validation;interfaces for Science: Conceptualizing an Interactive Graphical Interface;to Design with Strings for Playability in Cities;a Storytelling Smart-City Approach to Further Cross-Regional Tourism;fostering Social Interaction in Playful Cities.

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Overview of the CLEF-2024 Checkthat! Lab Task 3 on Persuasion Techniques 25

Overview of the CLEF-2024 CheckThat! Lab Task 3 on Persuasio...

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25th Working Notes of the conference and Labs of the Evaluation Forum, CLEF 2024

作者： Piskorski, Jakub Stefanovitch, Nicolas Alam, Firoj Campos, Ricardo Dimitrov, Dimitar Jorge, Alípio Pollak, Senja Ribin, Nikolay Fijavž, Zoran Hasanain, Maram Silvano, Purificação Sartori, Elisa Guimarães, Nuno Vitez, Ana Zwitter Pacheco, Ana Filipa Koychev, Ivan Yu, Nana Nakov, Preslav Da San Martino, Giovanni Polish Academy of Sciences Warsaw Poland European Commission Joint Research Centre Ispra Italy Qatar Computing Research Institute HBKU Qatar INESC TEC Portugal University of Beira Interior Portugal Sofia University Bulgaria University of Porto Portugal Jožef Stefan Institute Ljubljana Slovenia Jožef Stefan International Postgraduate School Ljubljana Slovenia Peace Institute Ljubljana Slovenia University of Padova Italy CLUP Portugal University of Ljubljana Slovenia Mohamed bin Zayed University of Artificial Intelligence United Arab Emirates

We present an overview of Checkthat! Lab's 2024 Task 3, which focuses on detecting 23 persuasion techniques at the text-span level in online media. the task covers five languages, namely, Arabic, Bulgarian, English, Portuguese, and Slovene, and highly-debated topics in the media, e.g., the Isreali-Palestian conflict, the Russia-Ukraine war, climate change, COVID-19, abortion, etc. A total of 23 teams registered for the task, and two of them submitted system responses which were compared against a baseline and a task organizers' system, which used a state-of-the-art transformer-based architecture. We provide a description of the dataset and the overall task setup, including the evaluation methodology, and an overview of the participating systems. the datasets accompanied with the evaluation scripts are released to the research community, which we believe will foster research on persuasion technique detection and analysis of online media content in various fields and contexts. © 2024 Copyright for this paper by its authors.

关键词： Economic and social effects

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5th international conference on Emerging Research in computing, Information, Communication and Applications, ERCICA 2018

5th International Conference on Emerging Research in Computi...

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5th international conference on Emerging Research in computing, Information, Communication and Applications, ERCICA 2018

ISBN: (纸本)9789811360008

the proceedings contain 56 papers. the special focus in this conference is on Emerging Research in computing, Information, Communication and Applications. the topics include: A review on feature selection algorithms;a review on ensembles-based approach to overcome class imbalance problem;"college explorer" an authentication guaranteed information display and management system;activity-based music classifier: A supervised machine learning approach for curating activity-based playlists;new password embedding technique using elliptic curve over finite field;performance of wind energy conversion system during fault condition and power quality improvement of grid-connected wecs by facts (upfc);comprehensive survey on hadoop security;descriptive data analysis of real estate using cube technology;temporal information retrieval and its application: A survey;A feasibility study and simulation of 450 kw grid connected solar pv system at NMIT, Bangalore;a survey on multi-resolution methods for de-noising medical images;performance analysis of vedic multiplier with different square root bk adders;analysis of traffic characteristics of skype video calls over the internet;smart tourist guide (touristo);thefted vehicle identification system and smart ambulance system in VANETs;Performance study of openMP and hybrid programming models on CPU–GPU cluster;signature analysis for forgery detection;optimal sensor deployment and battery life enhancement strategies to employ smart irrigation solutions for indian agricultural sector;smart waste monitoring using wireless sensor networks;Digital filter technique used in signal processing for analysing of ECG signal;prediction of a dam’s hazard level: A case study from South Africa;geofencing-based accident avoidance notification for road safety;smart sensing for vehicular approach.

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7th international Working conference on Human-Centered Software Engineering, HCSE 2018

7th International Working Conference on Human-Centered Softw...

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7th international Working conference on Human-Centered Software Engineering, HCSE 2018

ISBN: (纸本)9783030059088

the proceedings contain 23 papers. the special focus in this conference is on Human-Centered Software Engineering. the topics include: A visual tool for analysing IoT trigger/action programming;software support for coherent prototyping of 3D gesture interactions;towards tool-support for robot-assisted product creation in fab labs;usability evaluation of model-driven cross-device web user interfaces;absolute indirect touch interaction: Impact of haptic marks and animated visual feedback on usability and user experience;factors affecting the choice of usability evaluation methods for interactive adaptive systems;towards a model to address the interplay between IoT applications and users in complex heterogeneous contexts;user evaluations of virtually experiencing mount everest;early incremental user testing design approach validation for satellite command center’s application;Get realistic! - UCD course design and evaluation;graphical user interface redefinition addressing users’ diversity;Integrating HCD into BizDevOps by using the subject-oriented approach;Intuitive user-centered interaction design for ATV;trade-Off between system effectiveness and context constraints in the design of an iot system giving access to health care in African rural villages;helping teams to help themselves: An industrial case study on interdependencies during sprints;participatory ideation for gamification: Bringing the user at the heart of the gamification design process;a method for optimizing complex graphical interfaces for fast and correct perception of system states;data-driven usability test scenario creation;MIODMIT: A generic architecture for dynamic multimodal interactive systems;adding measures to task models for usability inspection of the cloud access control services.

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