Department of Artificial Intelligence

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Top Articles

#	Title	Journal	Year	Citations
1	Measuring systems sustainability with multi-criteria methods: A critical review	European Journal of Operational Research	2017	225
2	CHEMDNER: The drugs and chemical names extraction challenge	Journal of Cheminformatics	2015	179
3	The CHEMDNER corpus of chemicals and drugs and its annotation principles	Journal of Cheminformatics	2015	166
4	The Interactive Evolution of Human Communication Systems	Cognitive Science	2010	153
5	Multiagent architectures for intelligent traffic management systems	Transportation Research Part C: Emerging Technologies	2002	122
6	Spiking Neural P Systems With Colored Spikes	IEEE Transactions on Cognitive and Developmental Systems	2018	116
7	Networks of evolutionary processors	Acta Informatica	2003	91
8	Knowledge-based models for emergency management systems	Expert Systems With Applications	2001	85
9	Aggregation of partial ordinal rankings: an interval goal programming approach	Computers and Operations Research	2001	84
10	Combining Multi-Agent Systems and Wireless Sensor Networks for Monitoring Crop Irrigation	Sensors	2017	76
11	A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights	Neural Processing Letters	2019	72
12	An analysis of productive efficiency and innovation activity using DEA: An application to Spain's wood-based industry	Forest Policy and Economics	2006	71
13	Forest management with multiple criteria and multiple stakeholders: An application to two public forests in Spain	Scandinavian Journal of Forest Research	2009	60
14	Smart Waste Collection System with Low Consumption LoRaWAN Nodes and Route Optimization	Sensors	2018	60
15	Clustering of Data Streams With Dynamic Gaussian Mixture Models: An IoT Application in Industrial Processes	IEEE Internet of Things Journal	2018	53
16	Regularized logistic regression without a penalty term: An application to cancer classification with microarray data	Expert Systems With Applications	2011	52
17	Resampling methods for particle filtering: identical distribution, a new method, and comparable study	Frontiers of Information Technology and Electronic Engineering	2015	51
18	Effectiveness of Bayesian filters: An information fusion perspective	Information Sciences	2016	48
19	Inferring consensus weights from pairwise comparison matrices without suitable properties	Annals of Operations Research	2007	45
20	Combination of Multi-Agent Systems and Wireless Sensor Networks for the Monitoring of Cattle	Sensors	2018	45
21	Survey of agent-based cloud computing applications	Future Generation Computer Systems	2019	45
22	Decision support for traffic management based on organisational and communicative multiagent abstractions	Transportation Research Part C: Emerging Technologies	2005	44
23	AMDE: a novel attention-mechanism-based multidimensional feature encoder for drug–drug interaction prediction	Briefings in Bioinformatics	2022	40
24	Combining expert knowledge and data mining in a medical diagnosis domain	Expert Systems With Applications	2002	39
25	Adaptation, anticipation and rationality in natural and artificial systems: computational paradigms mimicking nature	Natural Computing	2009	39
26	Open Innovation in an Enterprise 3.0 framework: Three case studies	Expert Systems With Applications	2012	36
27	A new measure for gene expression biclustering based on non-parametric correlation	Computer Methods and Programs in Biomedicine	2013	36
28	Hybrid fuzzy control of the inverted pendulum via vertical forces	International Journal of Intelligent Systems	2005	34
29	Clustering for filtering: Multi-object detection and estimation using multiple/massive sensors	Information Sciences	2017	33
30	Multi-source homogeneous data clustering for multi-target detection from cluttered background with misdetection	Applied Soft Computing Journal	2017	33
31	DeepFusion: A deep learning based multi-scale feature fusion method for predicting drug-target interactions	Methods	2022	33
32	A multinational SDI-based system to facilitate disaster risk management in the Andean Community	Computers and Geosciences	2011	32
33	Machine Learning-based CPS for Clustering High throughput Machining Cycle Conditions	Procedia Manufacturing	2017	32
34	SE-OnionNet: A Convolution Neural Network for Protein–Ligand Binding Affinity Prediction	Frontiers in Genetics	2020	32
35	Response threshold models and stochastic learning automata for self-coordination of heterogeneous multi-task distribution in multi-robot systems	Robotics and Autonomous Systems	2013	31
36	Measuring the sustainability of a natural system by using multi-criteria distance function methods: Some critical issues	Journal of Environmental Management	2018	31
37	A general class of triangular norm-based aggregation operators: quasi-linear T–S operators	International Journal of Approximate Reasoning	2002	30
38	Multi-objective dynamic optimization with genetic algorithms for automatic parking	Soft Computing	2007	30
39	Multi-Agent System for Demand Prediction and Trip Visualization in Bike Sharing Systems	Applied Sciences (Switzerland)	2018	30
40	Ranking of industrial forest plantations in terms of sustainability: A multicriteria approach	Journal of Environmental Management	2016	29
41	The role of knowledge modelling techniques in software development: a general approach based on a knowledge management tool	International Journal of Human Computer Studies	2000	28
42	The Vallecas Project: A Cohort to Identify Early Markers and Mechanisms of Alzheimer’s Disease	Frontiers in Aging Neuroscience	2015	28
43	A low-level resource allocation in an agent-based Cloud Computing platform	Applied Soft Computing Journal	2016	27
44	Taxi dispatching strategies with compensations	Expert Systems With Applications	2019	26
45	KG-DTI: a knowledge graph based deep learning method for drug-target interaction predictions and Alzheimer’s disease drug repositions	Applied Intelligence	2022	26
46	Application of vehicle to another entity (V2X) communications for motorcycle crash avoidance	Journal of Intelligent Transportation Systems: Technology, Planning, and Operations	2017	25
47	Fast Multi-UAV Path Planning for Optimal Area Coverage in Aerial Sensing Applications	Sensors	2022	25
48	Searching for the dimension of valued preference relations	International Journal of Approximate Reasoning	2003	24
49	On the size complexity of hybrid networks of evolutionary processors	Theoretical Computer Science	2005	23
50	Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers	Computer Methods and Programs in Biomedicine	2008	23

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