Javier Del Ser
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Spanish computer scientist
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Javier Del Sercomputer-science Degrees
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Data Science
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Machine Learning
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Computer Science
Javier Del Ser's Degrees
- PhD Computer Science University of the Basque Country
- Masters Computer Science University of the Basque Country
- Bachelors Computer Science University of the Basque Country
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(Suggest an Edit or Addition)Javier Del Ser's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI (2019) (2720)
- Bio-inspired computation: Where we stand and what's next (2019) (348)
- A survey on applications of the harmony search algorithm (2013) (341)
- Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0 (2019) (317)
- A Critical Review of Robustness in Power Grids Using Complex Networks Concepts (2015) (189)
- Road Traffic Forecasting: Recent Advances and New Challenges (2018) (187)
- The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems (2014) (163)
- A new grouping genetic algorithm for clustering problems (2012) (139)
- Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment (2016) (126)
- Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey (2020) (125)
- A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities (2020) (123)
- jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics (2019) (113)
- Spiking Neural Networks and Online Learning: An Overview and Perspectives (2019) (107)
- A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection (2019) (105)
- Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations (2020) (97)
- Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM (2019) (91)
- A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem (2018) (90)
- A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems (2021) (88)
- Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook (2020) (86)
- Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions (2020) (86)
- Big Data for transportation and mobility: recent advances, trends and challenges (2018) (85)
- A Coral Reefs Optimization algorithm with Harmony Search operators for accurate wind speed prediction (2015) (77)
- The role of local urban traffic and meteorological conditions in air pollution: A data-based case study in Madrid, Spain (2016) (68)
- Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework (2018) (66)
- On the imputation of missing data for road traffic forecasting: New insights and novel techniques (2018) (64)
- Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning (2019) (56)
- Evolving Spiking Neural Networks for online learning over drifting data streams (2018) (54)
- Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence (2021) (51)
- Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT (2020) (50)
- Centralized and distributed spectrum channel assignment in cognitive wireless networks: A Harmony Search approach (2012) (50)
- Adaptive long-term traffic state estimation with evolving spiking neural networks (2019) (50)
- Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics (2020) (50)
- A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units (2013) (49)
- One-way urban traffic reconfiguration using a multi-objective harmony search approach (2013) (42)
- A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids (2016) (39)
- A prescription of methodological guidelines for comparing bio-inspired optimization algorithms (2021) (39)
- DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios (2020) (39)
- A Tutorial on H.264/SVC Scalable Video Coding and its Tradeoff between Quality, Coding Efficiency and Performance (2011) (38)
- Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions (2022) (38)
- Bioinspired Computational Intelligence and Transportation Systems: A Long Road Ahead (2020) (37)
- Device-Free People Counting in IoT Environments: New Insights, Results, and Open Challenges (2018) (36)
- A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem (2012) (36)
- Novelty search for global optimization (2019) (36)
- Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities (2022) (35)
- Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data (2021) (34)
- Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search—Extreme Learning Machine Approach (2012) (33)
- DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments (2021) (33)
- Fuzzy-Logic Based Framework for Spectrum Availability Assessment in Cognitive Radio Systems (2013) (32)
- A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks (2013) (32)
- Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis (2017) (31)
- Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey (2021) (31)
- Understanding daily mobility patterns in urban road networks using traffic flow analytics (2016) (30)
- A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion (2014) (30)
- A deep learning approach to the inversion of borehole resistivity measurements (2018) (29)
- ECG-based pulse detection during cardiac arrest using random forest classifier (2018) (28)
- A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem (2012) (28)
- Deep Learning for Road Traffic Forecasting: Does it Make a Difference? (2020) (27)
- One-year-ahead energy demand estimation from macroeconomic variables using computational intelligence algorithms (2015) (26)
- Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems (2017) (26)
- A novel grouping harmony search algorithm for the multiple-type access node location problem (2012) (25)
- Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics (2011) (24)
- On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks (2013) (24)
- Performance evaluation of H.264/MPEG-4 Scalable Video Coding over IEEE 802.16e networks (2009) (23)
- From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability (2020) (23)
- Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks (2019) (23)
- Synchronization of faulty processors in coarse-grained TMR protected partially reconfigurable FPGA designs (2016) (23)
- Error control and loss functions for the deep learning inversion of borehole resistivity measurements (2020) (22)
- Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments (2021) (22)
- Underwater Robot Task Planning Using Multi-Objective Meta-Heuristics (2017) (22)
- A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids (2020) (22)
- Is the Vehicle Routing Problem Dead? An Overview Through Bioinspired Perspective and a Prospect of Opportunities (2020) (21)
- Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes (2018) (21)
- Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis (2021) (21)
- Compact and Fast Fault Injection System for Robustness Measurements on SRAM-Based FPGAs (2014) (21)
- Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics (2013) (21)
- DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments (2017) (21)
- Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm (2018) (20)
- Swin Transformer for Fast MRI (2022) (20)
- On-Line Dynamic Time Warping for Streaming Time Series (2017) (20)
- Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives (2021) (19)
- Community detection in graphs based on surprise maximization using firefly heuristics (2016) (18)
- Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples (2020) (18)
- Asymmetric Joint Source-Channel Coding for Correlated Sources with Blind HMM Estimation at the Receiver (2005) (18)
- A random-key encoded harmony search approach for energy-efficient production scheduling with shared resources (2015) (18)
- Cognitive workload classification using eye-tracking and EEG data (2016) (18)
- A critical literature survey and prospects on tampering and anomaly detection in image data (2020) (18)
- A novel heuristic algorithm for multiuser detection in synchronous CDMA wireless sensor networks (2009) (17)
- On Efficiently Solving the Vehicle Routing Problem with Time Windows Using the Bat Algorithm with Random Reinsertion Operators (2018) (17)
- Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications (2017) (17)
- Evolutionary LSTM-FCN networks for pattern classification in industrial processes (2020) (17)
- Optimal Microgrid Topology Design and Siting of Distributed Generation Sources Using a Multi-Objective Substrate Layer Coral Reefs Optimization Algorithm (2018) (17)
- On the Application of a Novel Grouping Harmony Search Algorithm to the Switch Location Problem (2010) (17)
- On the design of a novel joint network-channel coding scheme for the multiple access relay channel (2012) (16)
- AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking (2020) (16)
- On Combining Distributed Joint Source-Channel-Network Coding and Turbo Equalization in Multiple Access Relay Networks (2007) (16)
- A novel Harmony Search based spectrum allocation technique for cognitive radio networks (2010) (16)
- On-line Elastic Similarity Measures for time series (2019) (15)
- Joint Feature Selection and Parameter Tuning for Short-Term Traffic Flow Forecasting Based on Heuristically Optimized Multi-layer Neural Networks (2017) (15)
- Persistence in complex systems (2022) (15)
- Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions (2021) (15)
- Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges (2020) (15)
- The Coral Reefs Optimization Algorithm : An Efficient Meta-heuristic for Solving Hard Optimization Problems (2013) (14)
- Joint source-channel decoding of correlated sources over ISI channels (2005) (14)
- A novel CAM-based traffic light preemption algorithm for efficient guidance of emergency vehicles (2010) (14)
- Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform (2010) (14)
- Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics (2020) (14)
- Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment (2020) (13)
- Robustness of different TMR granularities in shared wishbone architectures on SRAM FPGA (2012) (13)
- Soft Computing for Swarm Robotics: New Trends and Applications (2020) (13)
- Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks (2018) (13)
- A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria (2016) (12)
- A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines (2016) (12)
- Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives (2019) (12)
- A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off (2015) (12)
- What Lies Beneath: A Note on the Explainability of Black-box Machine Learning Models for Road Traffic Forecasting (2019) (12)
- On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study (2015) (12)
- A feature selection method for author identification in interactive communications based on supervised learning and language typicality (2016) (12)
- Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 (2019) (12)
- Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges (2020) (12)
- Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach (2016) (11)
- Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures (2018) (11)
- An Island Grouping Genetic Algorithm for Fuzzy Partitioning Problems (2014) (11)
- Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems (2017) (11)
- An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware (2020) (11)
- Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks (2015) (10)
- Extending the Speed-Constrained Multi-objective PSO (SMPSO) with Reference Point Based Preference Articulation (2018) (10)
- Computational Intelligence in the hospitality industry: A systematic literature review and a prospect of challenges (2021) (10)
- Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis (2020) (10)
- Traveling salesman problem: a perspective review of recent research and new results with bio-inspired metaheuristics (2020) (10)
- On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks (2011) (10)
- Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization (2020) (9)
- Architecture and Approach for Obtaining Spectrum Availability Information (2011) (9)
- COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking (2020) (9)
- Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics (2018) (9)
- A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics (2018) (9)
- Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences (2020) (9)
- Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm (2018) (9)
- Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging (2019) (9)
- dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems (2020) (9)
- Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information (2021) (8)
- Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks (2021) (8)
- Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions (2021) (8)
- Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database (2014) (8)
- Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria (2017) (8)
- Range-free localization algorithm based on connectivity and motion (2014) (8)
- On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework (2014) (8)
- A Deep Learning Approach to Device-Free People Counting from WiFi Signals (2018) (8)
- On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications (2017) (8)
- A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics (2012) (7)
- H.264/SVC rate-resiliency tradeoff in faulty communications through 802.16e railway networks (2009) (7)
- PADL: A Modeling and Deployment Language for Advanced Analytical Services † (2020) (7)
- Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization (2018) (7)
- On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification (2021) (7)
- Optimal Phase Swapping in Low Voltage Distribution Networks Based on Smart Meter Data and Optimization Heuristics (2017) (7)
- QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion (2021) (7)
- Iterative concatenated Zigzag decoding and blind data fusion of correlated sensors (2009) (7)
- Mobile Lightweight Wireless Systems (2012) (7)
- Decision-making system for obtaining spectrum availability information in opportunistic networks (2011) (7)
- Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams (2019) (7)
- Big Data in Road Transport and Mobility Research (2018) (7)
- Uncoded optimal binary communication for sources with memory using the Burrows Wheeler Transform (2008) (7)
- On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids (2015) (7)
- Random Vector Functional Link Networks for Road Traffic Forecasting: Performance Comparison and Stability Analysis (2021) (6)
- Joint Source-Channel-Network Decoding and Blind Estimation of Correlated Sensors Using Concatenated Zigzag Codes (2009) (6)
- Visual Tracking in Complex Scenes: A Location Fusion Mechanism Based on the Combination of Multiple Visual Cognition Flows (2023) (6)
- Wiener filter-based fixed-complexity vector precoding for the MIMO downlink channel (2009) (6)
- Fast and accurate Single Bit Error injection into SRAM Based FPGAs (2012) (6)
- Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions (2021) (6)
- Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls (2020) (6)
- Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities (2015) (6)
- A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecasting (2017) (6)
- Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics (2018) (6)
- Model Free Identification of Traffic Conditions Using Unmanned Aerial Vehicles and Deep Learning (2021) (6)
- Design, simulation and hardware validation of a low-cost CLMS echo canceling system (2009) (6)
- A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs (2020) (6)
- Energy-Aware Multi-Objective Job Shop Scheduling Optimization with Metaheuristics in Manufacturing Industries: A Critical Survey, Results, and Perspectives (2022) (6)
- Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning (2021) (6)
- Stream Learning in Energy IoT Systems: A Case Study in Combined Cycle Power Plants (2020) (6)
- Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning (2019) (6)
- Using Novelty Search in Differential Evolution (2018) (6)
- Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode (2018) (6)
- A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges (2021) (6)
- Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs (2018) (6)
- Flexible Channel Coding Approach for Short-Length Codewords (2012) (5)
- Joint Non-Binary LDPC-BICM and Network Coding with Iterative Decoding for the Multiple Access Relay Channel (2011) (5)
- A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications (2018) (5)
- Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks (2018) (5)
- Iterative Fusion of Distributed Decisions over the Gaussian Multiple-Access Channel Using Concatenated BCH-LDGM Codes (2011) (5)
- Novel hybrid heuristics for an extension of the dynamic relay deployment problem over disaster areas (2014) (5)
- Foreword: New theoretical insights and practical applications of bio-inspired computation approaches (2019) (5)
- Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? (2022) (5)
- ECG-based Random Forest Classifier for Cardiac Arrest Rhythms (2019) (5)
- Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial] (2020) (5)
- On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks (2014) (5)
- Identifying recommendation opportunities for computer‐supported collaborative environments (2016) (5)
- Social Acceptance and Usage Experiences from a Mobile Location-Aware Service Environment (2011) (5)
- Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics (2018) (5)
- Environmental Perception for Intelligent Vehicles (2018) (5)
- Serially-concatenated LDGM codes for correlated sources over gaussian broadcast channels (2009) (5)
- Source Controlled Turbo Coding of Sources with Memory using the Burrows Wheeler Transform (2006) (5)
- Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment (2018) (5)
- CURIE: a cellular automaton for concept drift detection (2020) (5)
- A novel multi-objective algorithm for the optimal placement of wind turbines with cost and yield production criteria (2014) (4)
- A Grouping Harmony Search approach for the Citywide WiFi deployment problem (2011) (4)
- ENVIRAN: Energy efficient virtual radio access networks (2013) (4)
- Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics (2019) (4)
- Source Controlled Modulation Scheme for Sources with Memory (2007) (4)
- Change Detection and Adaptation Strategies for Long-Term Estimation of Pedestrian Flows (2021) (4)
- Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images. (2022) (4)
- Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach (2011) (4)
- Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves (2019) (4)
- Spectrum band and RAT selection for infrastructure governed opportunistic networks (2012) (4)
- The Internet of Things: a Survey and Outlook (2019) (4)
- On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms (2018) (4)
- A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems (2016) (4)
- On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking (2020) (4)
- Discovering dependencies among mined association rules with population-based metaheuristics (2019) (4)
- On the Application of a Novel Hybrid Harmony Search Algorithm to the Radar Polyphase Code Design Problem (2011) (4)
- A novel BRAM content accessing and processing method based on FPGA configuration bitstream (2017) (4)
- On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics (2017) (4)
- Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments (2018) (4)
- On the design of hybrid bio‐inspired meta‐heuristics for complex multiattribute vehicle routing problems (2020) (4)
- A Novel Dual-Frequency Multiple Access Relay Transmission Scheme (2007) (4)
- A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids (2016) (3)
- Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations (2021) (3)
- A Novel Grouping Harmony Search Algorithm for Clustering Problems (2017) (3)
- Group’n Route: An Edge Learning-Based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles (2022) (3)
- Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels (2022) (3)
- Mobile XR over 5G: A way forward with mmWaves and Edge (2019) (3)
- Road Traffic Forecasting using Stacking Ensembles of Echo State Networks (2019) (3)
- Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation (2022) (3)
- Efficient design of a double‐band coplanar hybrid antenna using multi‐objective evolutionary programming (2013) (3)
- Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data (2020) (3)
- Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm (2018) (3)
- Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods (2022) (3)
- Hybridizing differential evolution and novelty search for multimodal optimization problems (2019) (3)
- Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards (2021) (3)
- Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines (2017) (3)
- On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems (2015) (3)
- Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm (2019) (3)
- A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems (2012) (3)
- Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search (2018) (3)
- Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks (2020) (3)
- Harmony Search Algorithm - Proceedings of the 3rd International Conference on Harmony Search Algorithm, ICHSA 2017, Bilbao, Spain, 22-24 Februar 2017 (2017) (3)
- Jointly optimized ensemble deep random vector functional link network for semi-supervised classification (2022) (3)
- Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks (2019) (3)
- Solving strategy board games using a CSP-based ACO approach (2017) (3)
- A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks (2012) (3)
- Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation (2022) (3)
- Concurrent and Distributed Projection through Local Interference for Wireless Sensor Networks (2011) (3)
- Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility (2019) (3)
- Diversity Gain Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme (2007) (3)
- LUNAR: Cellular Automata for Drifting Data Streams (2020) (3)
- New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data (2020) (3)
- A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique (2011) (3)
- PADL: a Language for the Operationalization of Distributed Analytical Pipelines over Edge/Fog Computing Environments (2020) (3)
- Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms (2019) (2)
- A novel range-free localization algorithm to turn connectivity traces and motion data into localization information (2014) (2)
- Mobile clouds: How to find opportunities (2012) (2)
- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics (2016) (2)
- An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments (2022) (2)
- Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates (2019) (2)
- Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement (2022) (2)
- A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift (2016) (2)
- Differentiation in the Cloud: Methodology for Integrating Customer Values in Experience Design (2012) (2)
- On the design of frequency-switching patterns for distributed data fusion over relay networks (2010) (2)
- A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires (2014) (2)
- Intelligent Distributed Computing XIV, 14th International Symposium on Intelligent Distributed Computing, IDC 2021, Virtual Event, 16-18 September 2021 (2022) (2)
- A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability (2019) (2)
- A Heuristically Optimized Complex Event Processing Engine for Big Data Stream Analytics (2017) (2)
- Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data (2022) (2)
- Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review (2022) (2)
- Swarm Intelligence - Recent Advances, New Perspectives and Applications (2019) (2)
- Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead (2023) (2)
- Deep Learning for Brain Age Estimation: A Systematic Review (2022) (2)
- EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks (2022) (2)
- A Meta-heuristically Optimized Fuzzy Approach towards Multi-metric Security Risk Assessment in Heterogeneous System of Systems (2017) (2)
- Visualization of Numerical Association Rules by Hill Slopes (2020) (2)
- Large-Kernel Attention for 3D Medical Image Segmentation (2022) (2)
- Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification (2022) (2)
- Enhanced sensing error probability estimation for iterative data fusion in the low SNR regime (2010) (2)
- Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation (2022) (2)
- Ensemble Learning for Seated People Counting using WiFi Signals: Performance Study and Transferability Assessment (2021) (2)
- Nature-inspired approaches for distance metric learning in multivariate time series classification (2017) (2)
- Harmony Search Heuristics for Quasi-asynchronous CDMA Detection with M-PAM Signalling (2010) (2)
- Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification (2018) (2)
- Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency (2018) (2)
- On the Coexistence of Pulsed UWB Communications with TV Distribution Services over MATV Cable Networks (2006) (2)
- A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks (2017) (2)
- On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems (2012) (2)
- Performance Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme (2009) (2)
- On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles (2022) (2)
- More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems (2021) (1)
- Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction (2018) (1)
- Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples? (2022) (1)
- Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks (2022) (1)
- A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables (2014) (1)
- Data-driven Predictive Modeling of Traffic and Air Flow for the Improved Efficiency of Tunnel Ventilation Systems (2020) (1)
- Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization (2022) (1)
- A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks (2017) (1)
- Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images (2020) (1)
- Wireless Network Optimization for Massive V2I Data Collection Using Multiobjective Harmony Search Heuristics (2017) (1)
- A Note on the Wiener Filter for Vector Random Processes (2011) (1)
- Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm (2020) (1)
- Fixed-complexity regularized vector precoding for the multiuser MIMO downlink channel (2009) (1)
- IR-UWB binary communications for sources with nonequal probabilities (2007) (1)
- A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems (2017) (1)
- Positioning and Digital Maps (2018) (1)
- Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks (2012) (1)
- Cooperative game concepts in solving global optimization (2019) (1)
- A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization (2022) (1)
- Range-free localization algorithm based on connectivity and motion (2014) (1)
- Design, Simulation and Implementation of a Channel Equalizer for DVB-T On-channel Repeaters (2008) (1)
- A Decode-and-Forward Scheme for Multihop Wireless Networks (2013) (1)
- Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks (2012) (1)
- Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation (2022) (1)
- Introductory Chapter: Swarm Intelligence - Recent Advances, New Perspectives, and Applications (2019) (1)
- Multi-objective heuristics applied to robot task planning for inspection plants (2017) (1)
- Signal shaping scheme based on the BWT for the transmission of non-binary sources with memory over the AWGN channel (2010) (1)
- Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization (2022) (1)
- AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus (2022) (1)
- Evolutionary Multitask Optimization: Fundamental research questions, practices, and directions for the future (2021) (1)
- HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis (2022) (1)
- Multi-objective Metaheuristics for a Flexible Ligand-Macromolecule Docking Problem in Computational Biology (2018) (1)
- Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks (2012) (1)
- Bat Algorithm for Kernel Computation in Fractal Image Reconstruction (2019) (1)
- Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings (2020) (1)
- Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data Streams (2021) (1)
- Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture (2021) (1)
- Erratum to "serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels" (2010) (1)
- Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence (2023) (1)
- A novel approach for the detection of anomalous energy consumption patterns in industrial cyber‐physical systems (2022) (1)
- An active adaptation strategy for streaming time series classification based on elastic similarity measures (2022) (1)
- Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics (2019) (1)
- Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling (2016) (1)
- Design and implementation of a direct RF-to-digital UHF-TV multichannel transceiver (2010) (1)
- Performance and Explainability of Reservoir Computing Models for Industrial Prognosis (2021) (1)
- Using Adaptive Novelty Search in Differential Evolution (2019) (0)
- Joint Source-Channel Decoding ASIP Architecture for Sensor Networks (2007) (0)
- Measuring the Confidence of Traffic Forecasting Models: Techniques, Experimental Comparison and Guidelines towards Their Actionability (2022) (0)
- A framework for adapting online prediction algorithms to outlier detection over time series (2022) (0)
- Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations (2020) (0)
- A local search method for graph clustering heuristics based on partitional Distribution learning (2017) (0)
- Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks (2012) (0)
- On the Potential of Randomization-based Neural Networks for Driving Behavior Classification (2022) (0)
- Novel hybrid heuristics for an extension of the dynamic relay deployment problem over disaster areas (2013) (0)
- Guest Editorial Artificial Intelligence and Deep Learning for Intelligent and Sustainable Traffic and Vehicle Management (VANETs) (2022) (0)
- MO-MFCGA: Multiobjective Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking (2021) (0)
- A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles (2022) (0)
- Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics (2018) (0)
- An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics (2017) (0)
- On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence (2023) (0)
- Turbo Joint Source-Channel Coding of Cycle-Stationary Sources in the Bandwidth-Limited Regime (2009) (0)
- Online Ranking with Concept Drifts in Streaming Data (2019) (0)
- SLAYER: A Semi-supervised Learning Approach for Drifting Data Streams under Extreme Verification Latency (2021) (0)
- Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation (2022) (0)
- An Intelligent Procedure for the Methodology of Energy Consumption in Industrial Environments (2020) (0)
- Rank Aggregation for Non-stationary Data Streams (2020) (0)
- KETpic-Matlab Toolbox for LaTeX High-Quality Graphical Artwork in Educational Materials on Bézier Curve Algorithms at a Master Level (2017) (0)
- Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems (2017) (0)
- Joint Turbo Coding and Source-Controlled Modulation of Cycle-Stationary Sources in the Bandwidth-Limited Regime (2010) (0)
- A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks (2020) (0)
- Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives (2022) (0)
- Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime (2010) (0)
- On the Performance of Single LDGM Codes for Iterative Data Fusion over the Multiple Access Channel (2010) (0)
- Innovation Policies and Big Data: Opportunities and Challenges (2021) (0)
- A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems (2020) (0)
- Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation (2023) (0)
- Design and implementation of a multichannel UHF-TV digital IF transceiver (2010) (0)
- Interested in publishing with us ? Contact book (2018) (0)
- Taxonomy of bio-inspired algorithms (2020) (0)
- Centralized synchronization methods for distributed detection in sensor networks (2010) (0)
- Deep learning for understanding multilabel imbalanced Chest X-ray datasets (2022) (0)
- Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method (2022) (0)
- Real-time Electrical Power Prediction in a Combined Cycle Power Plant (2019) (0)
- Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals (2023) (0)
- A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems (2016) (0)
- Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey (2022) (0)
- Visual Appearance and Soft Biometrics Fusion for Person Re-identification using Deep Learning (2023) (0)
- Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers (2012) (0)
- On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints (2016) (0)
- Micro-Adaptive Long-Term Traffic Forecasting with Evolving Spiking Neural Networks (2018) (0)
- Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques (2022) (0)
- A framework to improve urban accessibility and environmental conditions in age-friendly cities using graph modeling and multi-objective optimization (2023) (0)
- Efficient Video Summarization for Smart Surveillance Systems (2022) (0)
- On the design of a scalable multimedia streaming system based on receiver-driven flow and congestion awareness (2010) (0)
- A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks (2012) (0)
- A Study of the Predictive Earliness of Traffic Flow Characterization for Software Defined Networking (2018) (0)
- Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques (2023) (0)
- Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks (2022) (0)
- Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning (2019) (0)
- Multi-domain Adversarial Variational Bayesian Inference for Domain Generalization (2022) (0)
- A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks (2022) (0)
- Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search (2020) (0)
- Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples (2020) (0)
- Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments (2023) (0)
- Pulsed multi-band MIMO for UWB systems (2007) (0)
- Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics (2017) (0)
- Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness (2023) (0)
- A fingerprint-based localization algorithm based on LSTM and data expansion method for sparse samples (2022) (0)
- A Comparison of Modelling Approaches for the Long-term Estimation of Origin Destination Matrices in Bike Sharing Systems (2022) (0)
- Introductory Chapter: Nature-Inspired Methods for Stochastic, Robust, and Dynamic Optimization (2018) (0)
- Improved dual frequency multiple access relay scheme for spatially correlated sources (2008) (0)
- What to Sense When There is no Sensor: Ex-novo Traffic Flow Estimation for Non-Sensed Roads (2022) (0)
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What Schools Are Affiliated With Javier Del Ser?
Javier Del Ser is affiliated with the following schools:
