OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Systems Research is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Encoder Enhanced Atrous (EEA) Unet architecture for Retinal Blood vessel segmentation	72
PSO-GA based hybrid with Adam Optimization for ANN training with application in Medical Diagnosis	60
Energy management solutions in the Internet of Things applications: Technical analysis and new research directions	55
Reflections on dynamics, adaptation and control: A cognitive architecture for mental models	48
Risk assessment of knowledge fusion in an innovation ecosystem based on a GA-BP neural network	48
When to (or not to) trust intelligent machines: Insights from an evolutionary game theory analysis of trust in repeated games	38
The theory of learning styles applied to distance learning	35
What is it like to trust a rock? A functionalist perspective on trust and trustworthiness in artificial intelligence	28
Computational modeling of organisational learning by self-modeling networks	27
Using spotted hyena optimizer for training feedforward neural networks	27
Cognitive computing models for estimation of reference evapotranspiration: A review	25
A modified conjugate gradient-based Elman neural network	25
ECNN: Enhanced convolutional neural network for efficient diagnosis of autism spectrum disorder	24
A modified cuckoo search algorithm implemented with SCA and PSO for multi-robot cooperation and path planning	24
On the dynamics and adaptivity of mental processes: Relating adaptive dynamical systems and self-modeling network models by mathematical analysis	20
Human vs. supervised machine learning: Who learns patterns faster?	19
Search and rescue operation in flooded areas: A survey on emerging sensor networking-enabled IoT-oriented technologies and applications	19
Fuzzy rough sets: Survey and proposal of an enhanced knowledge representation model based on automatic noisy sample detection	19
Modeling spread, interlace and interchange of information processes with variable domains	19
Augmented language model with deep learning adaptation on sentiment analysis for E-learning recommendation	18
Cognitive control models of multiple access IoT networks using LoRa technology	18
Learning algorithm for an intelligent decision making system based on multi-agent neurocognitive architectures	17
A Classification Framework using a Diverse Intensified Strawberry Optimized Neural Network (DISON) for Clinical Decision-making	17
Earthquake disaster avoidance learning system using deep learning	16
Adaptive dynamical systems modelling of transformational organizational change with focus on organizational culture and organizational learning	15

Causal cognitive architecture 1: Integration of connectionist elements into a navigation-based framework	15
Cognitive technology to capture deep computational concepts with combinators	14
Recent trends in human activity recognition – A comparative study	14
DEGARI 2.0: A diversity-seeking, explainable, and affective art recommender for social inclusion	14
Performance oriented task-resource mapping and scheduling in fog computing environment	14
Learning data-driven decision-making policies in multi-agent environments for autonomous systems	13
Automatic question generation and answer assessment for subjective examination	13
Operator State Estimation to Enable Adaptive Assistance in Manned-Unmanned-Teaming	13
Learning in LIDA	13
How virtual agents can learn to synchronize: An adaptive joint decision-making model of psychotherapy	13
A systematic literature review of emotion recognition using EEG signals	13
Integrating a cognitive assistant within a critique-based recommender system	12
An intelligent facial expression recognition system with emotion intensity classification	12
Modeling adaptive cooperative and competitive metaphors as mental models for joint decision making	12
Hierarchical Deep Q-Network from imperfect demonstrations in Minecraft	12
Does ChatGPT have semantic understanding? A problem with the statistics-of-occurrence strategy	12
Inductive reasoning in humans and large language models	11
The effects on classifier performance of 2D discrete wavelet transform analysis and whale optimization algorithm for recognition of power quality disturbances	11
Externalized memory in slime mould and the extended (non-neuronal) mind	11
An adaptive network model covering metacognition to control adaptation for multiple mental models	11
Causal Cognitive Architecture 3: A solution to the binding problem	11
The resource-availability model of distraction and mind-wandering	11
Action recognition for educational proposals applying concepts of Social Assistive Robotics	10
Russian-language neurosemantics: Clustering of word meaning and sense from oral narratives	10
XAI Transformer based Approach for Interpreting Depressed and Suicidal User Behavior on Online Social Networks	10
Mental models in the brain: On context-dependent neural correlates of mental models	10
Spiking neural networks and hippocampal function: A web-accessible survey of simulations, modeling methods, and underlying theories	10
Speech stress recognition using semi-eager learning	9
A fuzzy-based driver assistance system using human cognitive parameters and driving style information	9
Segment routing based energy aware routing for software defined data center	9
Unveiling the reasoning processes of robots through introspective dialogues in a storytelling system: A study on the elicited empathy	9
Repeatable effects of synchronizing perceptual tasks with heartbeat on perception-driven situation awareness	9
Heterogeneous load balancing clustering protocol for Wireless Sensor Networks	9
Does change in ethical education influence core moral values? Towards history- and culture-aware morality model with application in automatic moral reasoning	8
Machine learning approaches to mild cognitive impairment detection based on structural MRI data and morphometric features	8
A multi-modal approach to cognitive training and assistance in minimally invasive surgery	8
Toward ethical cognitive architectures for the development of artificial moral agents	8
Modeling the emergence of informational content by adaptive networks for temporal factorisation and criterial causation	8
Learning a foreign language vocabulary with a companion robot	8
Design and user experience analysis of AR intelligent virtual agents on smartphones	7
Building human-like communicative intelligence: A grounded perspective	7
Explanatory models in neuroscience, Part 2: Functional intelligibility and the contravariance principle	7
Vector Semiotic Model for Visual Question Answering	7
Regularized ELM bagging model for Tropical Cyclone Tracks prediction in South China Sea	7
Higher-order adaptive dynamical system modeling of the role of epigenetics in anxiety disorders	7
Declarative working memory: A bio-inspired cognitive architecture proposal	7
Adaptive sampling for active learning with genetic programming	6
Role of the secondary visual cortex in HMAX model for object recognition	6
A proposal of bioinspired motor-system cognitive architecture focused on feed-forward-control movements	6
CogniDron-EEG: A system based on a brain–computer interface and a drone for cognitive training	6

Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists	6
Cognitive Evaluation of Machine Learning Agents	6
Rule extraction using ensemble of neural network ensembles	6
A uniform model of computational conceptual blending	6
A proposal for an auditory sensation cognitive architecture and its integration with the motor-system cognitive function	6
Identification and conceptualization of procedural chunks in chess	6
An adaptive modelling approach to employee burnout in the context of the big five personality traits	6
Measurement of a compact Boomarang-shaped microstrip antenna for wireless sensor network applications	6
Evaluating agents’ trustworthiness within virtual societies in case of no direct experience	6
Complex self-driving behaviors emerging from affordance competition in layered control architectures	6