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2020

Investigating Comorbidity of Mental and Physical Disorders in Online Health ForumsMaryam Abdollahyan, Fabrizio Smeraldi, Rashmi Patel, Conrad Bessant. appis 2020: [doi]

A Face Recognition System for Assistive RobotsSamuel-Felipe Baltanas, José-Raúl Ruiz-Sarmiento, Javier González Jiménez. appis 2020: [doi]

Do CNN's features correlate with human fixations?Marinella Cadoni, Andrea Lagorio, Enrico Grosso. appis 2020: [doi]

Confidence Bound Minimization for Bayesian optimization with Student's-t ProcessesConor Clare, Glenn I. Hawe, Zhiwei Lin, Sally I. McClean. appis 2020: [doi]

Factory Maintenance Application Using Augmented RealitySimone Coscetti, Davide Moroni, Gabriele Pieri, Marco Tampucci. appis 2020: [doi]

Effective Mutation and Recombination for Evolving Convolutional NetworksBinay Dahal, Justin Zhan. appis 2020: [doi]

Mining drug-drug interactions for healthcare professionalsLizzy Farrugia, Charlie Abela. appis 2020: [doi]

Generating Cooking Recipes from Cooking Videos Using Deep Learning Considering Previous Process with Video EncodingTatsuki Fujii, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga. appis 2020: [doi]

Towards Service-Oriented and Intelligent MicrogridsIlche Georgievski, Laura Fiorini 0002, Marco Aiello 0001. appis 2020: [doi]

A deep learning based approach for detecting panels in photovoltaic plantsAntonio Greco, Christopher Pironti, Alessia Saggese, Mario Vento, Vincenzo Vigilante. appis 2020: [doi]

An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural NetworkNathan Hubens, Matei Mancas, Marc Decombas, Marius Preda, Titus B. Zaharia, Bernard Gosselin, Thierry Dutoit. appis 2020: [doi]

Transfer Learning based Computer Vision Technology for Assisting Visually Impaired for detection of Common PlacesLalita Jaiswar, Anjali Yadav, Malay Kishore Dutta, Carlos Manuel Travieso-González, Luis Esteban-Hernández. appis 2020: [doi]

Low Cost Portable Diagnostic Device for Automatic Classification of the Abnormal Cardiac Sound using PGC RecordingAbhishek Kaushal, Anjali Yadav, Malay Kishore Dutta, Carlos Manuel Travieso-González, Luis Esteban-Hernández. appis 2020: [doi]

deep-MARLIN: Using Deep Multi-Agent Reinforcement Learning for Adaptive Traffic Light ControlRobin Klöckner, Patrick Klose. appis 2020: [doi]

To Survive in a CBRN Hostile Environment: Application of CAVE Automatic Virtual Environments in First Responder TrainingPawelt Maciejewski, Malgorzata Gawlik-Kobylinska, Jacek Lebiedz, Witold Ostant, Dogan Aydin. appis 2020: [doi]

A Smart Virtual Assistant for StudentsMehdi Mekni, Zakaria Baani, Dalia Sulieman. appis 2020: [doi]

A CNN based monitoring system to minimize medication errors during treatment process at homeMuddasar Naeem, Giovanni Paragliola, Antonio Coronato, Giuseppe De Pietro. appis 2020: [doi]

An Evaluation of Gas Source Localization Algorithms for Mobile RobotsPepe Ojeda, Javier Monroy, Javier González Jiménez. appis 2020: [doi]

Segmification: Solving road segmentation and scene classification tasks for self-driving cars using one neural networkVladislav Ostankovich, Rauf Yagfarov. appis 2020: [doi]

Early detection of plant diseases using spectral dataGodliver Owomugisha, Ephraim Nuwamanya, John A. Quinn, Michael Biehl, Ernest Mwebaze. appis 2020: [doi]

APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, APPIS 2020, Las Palmas de Gran Canaria Spain, 7-9 January 2020Nicolai Petkov, Nicola Strisciuglio, Carlos M. Travieso-González, editors, ACM, 2020. [doi]

Transfer Learning for Collision Localization in Collaborative RoboticsDmitry Popov, Alexandr Klimchik. appis 2020: [doi]

A deep convolutionary network for automatic detection of audio eventsAntonio Roberto, Alessia Saggese, Mario Vento. appis 2020: [doi]

The SoundLight System: Fostering Adaptive Sound and Light Control in Clinical EnvironmentSalvatore Saiu, Enrico Grosso. appis 2020: [doi]

Control architecture for embedding reinforcement learning frameworks on industrial control hardwareAlexander Schmidt, Florian Schellroth, Oliver Riedel. appis 2020: [doi]

Descriptive Statistics Time-based Meta Features (DSTMF): Constructing a better Set of Meta Features for Model Selection in Energy Time Series ForecastingShadi Shahoud, Hatem Khalloof, Clemens Düpmeier, Veit Hagenmeyer. appis 2020: [doi]

Perspective Approach for Security of Biometric ImageAstha Singh, Ankit Kumar, Malay Kishore Dutta, Carlos Manuel Travieso-González, Luis Esteban-Hernández. appis 2020: [doi]

WIZARD: An Intelligent Approach to Prepare Android Devices for Reproducible TestsDiego F. Souza, Arthur F. Batista, Thiago M. Rocha, Cícero Augusto De Lara Pahins, Larissa M. Almeida, Fabrício D'Morison, JungYoon Cha. appis 2020: [doi]

An Application of Machine Learning to Marker Prediction in Garment Industry: Marker Length Estimation by Neural Network for the Exponentially Increasing Magnitude of Possible Size CombinationsYanni Xu, Sébastien Thomassey, Xianyi Zeng. appis 2020: [doi]

Adaptive Workflow of Service Oriented IoT Architectures for Small and Distributed Automation SystemsAnatolijs Zabasta, Nadezhda Kunicina, Kaspars Kondratjevs, Leonids Ribickis. appis 2020: [doi]

Improved Computation of Affine Dynamic Time WarpingJiaqi Zhang, Xiaoyi Jiang. appis 2020: [doi]

2019

A pipeline for mining association rules from large datasets of retailers invoicesGiuseppe Agapito, Barbara Calabrese, Pietro Hiram Guzzi, Mario Cannataro 0001. appis 2019: [doi]

Autonomous driving on a direct perception system with deep recurrent layersBruno Correia Almeida, Paulo André Lima de Castro. appis 2019: [doi]

Reinforcement learning using continuous states and interactive feedbackAngel Ayala, Claudio Henríquez, Francisco Cruz. appis 2019: [doi]

GDPR and business processes: an effective solutionCesare Bartolini, Antonello Calabrò, Eda Marchetti. appis 2019: [doi]

A dynamic and scalable solution for improving daily life safetyAntonello Calabrò, Eda Marchetti, Davide Moroni, Gabriele Pieri. appis 2019: [doi]

A non-invasive tool for attention-deficit disorder analysis based on gaze tracksDario Cazzato, Silvia M. Castro, Osvaldo Agamennoni, Gerardo Fernández, Holger Voos. appis 2019: [doi]

Linked open knowledge organization systems: definition of a method for reducing the traversingJanneth Chicaiza, Mariela Tapia-León, Nelson Piedra, Jorge López-Vargas, Edmundo Tovar Caro. appis 2019: [doi]

Combined change detector based on competitive filters and statistical testsLeszek J. Chmielewski, Konrad Furmanczyk, Arkadiusz Orlowski. appis 2019: [doi]

Age group recognition from face images using a fusion of CNN- and COSFIRE-based featuresLara Marie Demajo, Kristian Guillaumier, George Azzopardi. appis 2019: [doi]

Separating musical sources with convolutional sparse codingMohit L. Dubey, Haydn Jones, Austin Thresher, Garrett T. Kenyon. appis 2019: [doi]

Robotics, intelligent systems, ethics and data protection: the new challengeNicola Fabiano. appis 2019: [doi]

A system for gender recognition on mobile robotsPasquale Foggia, Antonio Greco, Gennaro Percannella, Mario Vento, Vincenzo Vigilante. appis 2019: [doi]

Socially acceptable approach to humans by a mobile robotMercedes Garcia-Salguero, Javier Gonzalez Monroy, Alejandro Solano, Javier González Jiménez. appis 2019: [doi]

Extending an assistance robot with the ability to play board gamesMercedes Garcia-Salguero, Javier Monroy Monroy, Cipriano Galindo, Javier González Jiménez. appis 2019: [doi]

A preliminary study for a marker-based crack monitoring in ancient structuresDanila Germanese, Maria Antonietta Pascali, Andrea Berton, Giuseppe Riccardo Leone, Bushra Jalil, Davide Moroni, Ovidio Salvetti, Marco Tampucci. appis 2019: [doi]

Machine learning algorithm of immune neuro-fuzzy anti-collision embedded system for autonomous unmanned aerial vehicles teamMikhail Gorobetz, Leonids Ribickis, Anatoly Levchenkov, Anna Beinarovica. appis 2019: [doi]

Imaging method for noise removal and segmentation of skin lesions from dermoscopic imagesAshmita Gupta, Mansi Bhatnagar, Ashish Issac, Malay Kishore Dutta, Carlos M. Travieso. appis 2019: [doi]

Expert system for pharmacological epilepsy treatment prognosis and optimal medication dose prescription: computational model and clinical applicationRobert M. Helling, George H. Petkov, Stiliyan N. Kalitzin. appis 2019: [doi]

Experimental study of the suitability of CNN-based holistic descriptors for accurate visual localizationAlberto Jaenal, Francisco Angel Moreno, Javier Gonzalez-Jimenez. appis 2019: [doi]

Multi-layer relation networks for relational reasoningMarius Jahrens, Thomas Martinetz. appis 2019: [doi]

Simulated autonomous driving in a realistic driving environment using deep reinforcement learning and a deterministic finite state machinePatrick Klose, Rudolf Mester. appis 2019: [doi]

Active learning for visual acuity testingLuis A. Lesmes, Michael Dorr. appis 2019: [doi]

Measuring the impact of blockchain on healthcare applicationsConstantinos Loizou, Dimka Karastoyanova, Christos N. Schizas. appis 2019: [doi]

Smart cities monitoring through wireless smart camerasDavide Moroni, Gabriele Pieri, Giuseppe Riccardo Leone, Marco Tampucci. appis 2019: [doi]

Hand orientation redundancy filter applied to hand-shapes datasetMarlon Oliveira, Houssem Chatbri, Naresh Yarlapati, Noel E. O'Connor, Alistair Sutherland. appis 2019: [doi]

Generalized visual cryptography scheme with completely random sharesArkadiusz Orlowski, Leszek J. Chmielewski. appis 2019: [doi]

Ocular performance evaluation: how prolonged near work with virtual and real 3D image modifies our visual systemKarola Panke, Tatjana Pladere, Mara Velina, Aiga Svede, Gatis Ikaunieks, Gunta Krumina. appis 2019: [doi]

Proceedings of the 2nd International Conference on Applications of Intelligent Systems, APPIS 2019, Las Palmas de Gran Canaria, Spain, January 07-09, 2019Nicolai Petkov, Nicola Strisciuglio, Carlos M. Travieso, editors, ACM, 2019. [doi]

Modelling of nickel release dynamics for three types of nickel-titan orthodontic wires: nickel release dynamics assessmentValeri Petrov, Laura Andreeva, George Petkov, Mirella Gueorguieva, Angelina Stoyanova-Ivanova, Stiliyan Kalitzin. appis 2019: [doi]

Zero: watermarking scheme for unique patient identification tags in fundus images for tele-ophthalmologic applicationsVedant Singh, Malay Kishore Dutta, Carlos M. Travieso. appis 2019: [doi]

Automatic framework for extraction of red lesion using gabor filter from fundus imageAstha Singh, Shubhi Srivastava, Anjali Yadav, Malay Kishore Dutta, Carlos M. Travieso. appis 2019: [doi]

Machine learning based improved automatic diagnosis of cardiac disorderNeelesh Srivastava, Mansi Bhatnagar, Anjali Yadav, Malay Kishore Dutta, Carlos M. Travieso. appis 2019: [doi]

Alpha-tree segmentation of human anatomical photographic imageryWilbert Tabone, Michael H. F. Wilkinson, Anne E. J. V. Gaalen, Janniko Georgiadis, George Azzopardi. appis 2019: [doi]

Remote-sensor automated system for SUDEP (sudden unexplained death in epilepsy) forecast and alerting: analytic concepts and support from clinical dataAnouk W. van Beurden, George H. Petkov, Stiliyan N. Kalitzin. appis 2019: [doi]

Hybrid machine learning methods for demand forecasting: consecutive application of classification and regression methods for the forecasting of periodic and non-continuous demandVíctor Álvarez-López, B. Rosario Campomanes Álvarez, Pelayo Quirós. appis 2019: [doi]

2018

Visualising the Topological Structure of Health-Related Message Board User NetworksMaryam Abdollahyan, Raúl J. Mondragón, Conrad Bessant, Fabrizio Smeraldi. appis 2018: 274-279 [doi]

Predicting Slaughter Weight in Pigs with Regression Tree EnsemblesA. Alsahaf, George Azzopardi, B. Ducro, R. F. Veerkamp, Nicolai Petkov. appis 2018: 1-9 [doi]

Person Identification with Retinal Fundus Biometric Analysis Using COSFIRE FiltersAdrian Apap, Laura Fernández-Robles, George Azzopardi. appis 2018: 10-18 [doi]

An Imaging Algorithm for Rotation Invariant Automated Macula Localization in Digital Fundus ImagesSayantan Bhattacharya, Jai Sehgal, Namita Sengar, Malay Kishore Dutta, Carlos Manuel Travieso-González. appis 2018: 345-352 [doi]

Coefficient Thresholding in the Gradient Reconstruction Algorithm for Signals Sparse in the Hermite Transform BasisMilos Brajovic, Stefan Vujovic, Irena Orovic, Srdjan Stankovic. appis 2018: 30-41 [doi]

Automatic Segmentation of Indoor and Outdoor Scenes from Visual LifeloggingJuan Buhagiar, Nicola Strisciuglio, Nicolai Petkov, George Azzopardi. appis 2018: 194-202 [doi]

Application of Super-Resolution Techniques to Transmission Electron Microscopy ImagesGuillermo Bárcena-González, Maria De La Paz Guerrero-Lebrero, E. Guerrero, D. F. Reyes, B. Nuñez-Moraleda, Mario Rivas-Sánchez, A. Yañez, David González, Pedro L. Galindo. appis 2018: 42-49 [doi]

Internet of Things, Blockchain and Intelligent Systems: The Primary Role of Data ProtectionNicola Fabiano. appis 2018: 266-273 [doi]

The Four-Dimensional Instructional Design Approach in the Perspective of Human-Computer InteractionsMalgorzata Gawlik-Kobylinska. appis 2018: 146-156 [doi]

Toward the Generation of Smell Maps: Matching Electro-Chemical Sensor Information with Human Odor PerceptionAndres Gongora, David Chaves, Alberto Jaenal, Javier Gonzalez Monroy, Javier González Jiménez. appis 2018: 134-145 [doi]

Adaptive Threshold Based Automated Identification of Severity of Diabetic Macular Edema from Retinal ImagesVarun Gupta, Namita Sengar, Malay Kishore Dutta, Carlos Manuel Travieso-González. appis 2018: 336-344 [doi]

Trimbot Cutting Tools and ManipulatorJochen Hemming, Bart van Tuijl, Toon Tielen, Dejan Kaljaca, Joris Ijsselmuiden, Eldert J. van Henten, Angelo Mencarelli, Pieter de Visser. appis 2018: 89-93 [doi]

Variational Method for Multiresolution Image RegistrationKento Hosoya, Ryo Sasaki, Kaori Tanji, Hayato Itoh, Atsushi Imiya. appis 2018: 157-168 [doi]

Distances Between Tensor SubspacesHayato Itoh, Atsushi Imiya, Tomoya Sakai. appis 2018: 50-59 [doi]

Optical Flow Group-Parameter Reconstruction from Multi-Channel Image SequencesStiliyan Kalitzin, Evelien E. Geertsema, George Petkov. appis 2018: 290-301 [doi]

Scale-Iterative Optical Flow Reconstruction from Multi-Channel Image SequencesStiliyan Kalitzin, Evelien E. Geertsema, George Petkov. appis 2018: 302-314 [doi]

On Leveraging Facial Emotion Recognition Techniques in Personalized RecommendationsSouad Khellat-Kihel, Laura Pandolfo, Luca Pulina, Enrico Grosso. appis 2018: 220-230 [doi]

Simulated Autonomous Driving on Realistic Road Networks Using Deep Reinforcement LearningPatrick Klose, Rudolf Mester. appis 2018: 169-180 [doi]

Text Mining - A Key Lynchpin in the Investment Process: A SurveyAthanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic. appis 2018: 181-193 [doi]

Real-Time First Person Perspective Tracking and Feedback System for Weapon Practice Support in FencingFilip Malawski. appis 2018: 79-88 [doi]

Visual Search and Recognition for Robot Task Execution and MonitoringLorenzo Mauro, Francesco Puja, Simone Grazioso, Valsamis Ntouskos, Marta Sanzari, Edoardo Alati, Luigi Freda, Fiora Pirri. appis 2018: 94-109 [doi]

Detection of Globular Clusters in the Halo of Milky WayMohammad Mohammadi, Nicolai Petkov, Reynier F. Peletier, Pedro Bibiloni, Kerstin Bunte. appis 2018: 70-78 [doi]

A User Model Ontology for Adaptive Systems in Cultural Tourism DomainLaura Pandolfo, Luca Pulina, Enrico Grosso. appis 2018: 212-219 [doi]

Exploring Different Normalization and Classification Approaches for Mammography Analysis with CNNsAna C. Perre, Luís A. Alexandre, Luis C. Freire. appis 2018: 315-323 [doi]

Applications of Intelligent Systems - Proceedings of the 1st International APPIS Conference 2018, Las Palmas de Gran Canaria, Spain, 8-12 January 2018Nicolai Petkov, Nicola Strisciuglio, Carlos Manuel Travieso-González, editors, Volume 310 of Frontiers in Artificial Intelligence and Applications, IOS Press, 2018.

Computational Model Exploration of Stimulation Based Paradigm for Detection of Epileptic SystemsGeorge Petkov, Stiliyan Kalitzin, M. Demuru, G. Widman, Piotr Suffczynski, Fernando H. Lopes da Silva. appis 2018: 324-335 [doi]

Low-Power Appliance Recognition Using Recurrent Neural NetworksAzkario Rizky Pratama, Frans J. Simanjuntak, Alexander Lazovik, Marco Aiello 0001. appis 2018: 239-250 [doi]

Neuro-Immune Algorithm for Embedded Real-Time Control System in Transport Safety TasksLeonids Ribickis, Mikhail Gorobetz, Anatoly Levchenkov. appis 2018: 251-265 [doi]

Analysis of Data from the Industrial Machinery Within the Hot Rolling Process for Predictive MaintenanceJ. R. Ruiz-Sarmiento, Javier Gonzalez Monroy, Francisco Angel Moreno, J. M. Bonelo, Javier González Jiménez. appis 2018: 122-133 [doi]

Probabilistic Estimation of the Gas Source Location in Indoor Environments by Combining Gas and Wind ObservationsC. Sanchez-Garrido, Javier Gonzalez Monroy, Javier González Jiménez. appis 2018: 110-121 [doi]

Towards Egocentric Person Re-Identification and Social Pattern AnalysisEstefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva. appis 2018: 203-211 [doi]

Application of Directional Statistics to Classification of Three-Channel Colour ImagesKaori Tanji, Hayato Itoh, Atsushi Imiya. appis 2018: 60-69 [doi]

Machine Learning Based Analysis of FDG-PET Image Data for the Diagnosis of Neurodegenerative DiseasesRick van Veen, L. Talavera Martinez, R. V. Kogan, S. K. Meles, Deborah Mudali, Jos B. T. M. Roerdink, F. Massa, M. Grazzini, Jose A. Obeso, Maria C. Rodriguez-Oroz, Klaus Leonard Leenders, Remco J. Renken, J. J. G. de Vries, Michael Biehl. appis 2018: 280-289 [doi]

Semi-Supervised Learning for Spanish Speech Recognition Using Deep Neural NetworksBlanca Rosario Campomanes Álvarez, Pelayo Quirós, Bernardo Fernández. appis 2018: 19-29 [doi]

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