Machine Learning

Machine learning is a subset of artificial intelligence that enables systems to learn from data and improve their performance over time without explicit programming. In product design and innovation, it can be utilized to analyze user behavior, optimize design processes, and predict market trends. By leveraging machine learning, organizations can enhance research efficiency and streamline production, leading to more adaptive and intelligent products.

. The 10 AI Essential Terms. Algorithms

The 10 AI Essential Terms

Explore the essential AI terms you need to know, from machine learning to neural networks, to navigate the world of artificial intelligence.

Large Language Models (LLM)

Latest Publications & Patents on Large Language Models (LLM)

This week: Graph-to-text generation, Bidirectional Dual Cross-Attention, Concatenation, Transformer-based encoders, Named Entity Recognition, Online Medical Consultation, Deep Learning, Knowledge Graphs, Large Language Model, SARSA Algorithm, Dynamic Task Scheduling, Cloud Computing, Knowledge Graphs, Large Language Models, Bottleneck Analysis, Ship Manufacturing, Large Language Models, Creative Writing, Evaluators, Artificial Intelligence, Speech Enhancement, Multi-Channel, Neural Beamformer, Deep Learning, language model, watermarking, binary reduction, random number generator, agentic, carbon emissions, auditing, language model

Simultaneous Localization and Mapping (SLAM)

Latest Publications & Patents on 3D SLAM

This week: deep learning, medical image processing, brain lesions, MRI, Meta-Transfer Learning, Multimodal Inputs, Human Pose Estimation, Lower Limbs, micro-contact morphology, superpixel AMR, fractal theory, three-dimensional analysis, Deep Learning, Detection, Electronics, Recycling, 3D Scanning Technology, Reverse Engineering, Structured Light, Active Stereovision, Weed Detection, GE-YOLO, Object Detection, Rice Paddy Fields, three-dimensional models, infrastructure assets, sensor data, point cloud, sparse representation, object detection network, open door detection network, navigational action

Additive Manufacturing

Latest Publications & Patents on Additive Manufacturing

This week: Machine Learning, Hardness Prediction, Dispersion-Strengthened Tungsten Alloy, SHAP Analysis, Ag-Cr2AlC, arc erosion, composite material, breakdown strength, Graph Representation Learning, Non-Local Information Exchange, Graph Neural Networks, Express Messenger Wrapper, moisture exposure, TPU-based syntactic foams, thermal properties, dielectric properties, T6 Tempering, Wear Properties, Corrosive Properties, Graphene, B4C, SLS, Mechanical Behavior, Structural Simulation, Anisotropy, 3D printing, powder containment, additive manufacturing, de-powdering, additive manufacturing, photocurable composition, urethane (meth)acrylate oligomer, acrylamide monomer

Robotics

Latest Publications & Patents on Robotics

This week: Quantitative Data, Clinical Pilates, Inertial Measurement Units, Chronic Low Back Pain, robotics, offshore energy sector, slippage, control strategies, residual vibrations, rope-based anchoring system, rope-driven robot, maintenance, Adaptive Monte Carlo Localization, Virtual Motion Model, Normal Distributions Transform, Extended Kalman Filter, feasibility study, active contours, radar sensing, multi-view stereo, exoskeleton robots, sEMG technology, intention recognition, deep learning methods, cover plate opening-and-closing actuator, vehicle, clutch mechanism, output shaft, Perovskite, photovoltaic, absorber layer, electron transport layer

Autonomous Vehicles

Latest Publications & Patents on Autonomous Vehicles

This week: path-planning, distributed computation, lunar exploration, environmental factors, Coverage Path Planning, Actor-Critic, Deep Reinforcement Learning, Mobile Robot, LiDAR Mapping, Copper Tailings, Particle Retention, Leaching, Task Planning, Unmanned Aerial Vehicles, Minimum Cost, Maximum Flow, machine vision, V2X communication, pedestrian detection, YOLO-based object detection, Reinforcement Learning, Object Manipulation, Sensor-driven Control, Hierarchical Framework
Efficient Object Manipulation in Constrained Environments, autonomous path planning, robotic device, real-time, computer system, lidar, point cloud, laser radar, processing

Fast Fourier Transform (FFT)

Latest Publications & Patents on Examples of Fast Fourier Transform (FFT)

This week: Artificial Neural Networks, Acoustic Signals, Electrical Discharge Turning, Multilabel Classifier, Dynamic Engineering, MIMO Radar, Efficient Processing, FPGA, Accuracy Evaluation, Multi-Technique Combination, Terrestrial Reference Frame, Singular Spectrum Analysis, Noise Hotspots, Metro Underground, Track Characteristics, Sustainable Transport Planning, Bias Estimation, Low-Cost IMU, Accelerometers, Inertial Navigation Systems, Millimeter-Wave Imaging, 3D Depth Extraction, Glow Discharge Detection, Frequency-Modulated Continuous Wave Radar, Doppler division multiplexing, multiple-input multiple-output, radar system, decoding method, radar detection, fast Fourier transform (FFT), peak detection, angle of arrival calculations

Prompt Engineering

Latest Publications & Patents on Prompt Engineering

This week: Meta-Transfer Learning, Multimodal Inputs, Human Pose Estimation, Lower Limbs, simulation-based learning, prompt engineering, AI-driven simulations, medical education, Deep Learning Models, Optimization, Wearable Sensors, Respiratory Signal Estimation, DeepSORT, Adaptive, Transfer learning, Customized LLM, spectroscopy sensor, machine learning, filament recognition, additive manufacturing, Artificial Neural Networks, Data Augmentation, MFCC Features, Classification, Rendering techniques, renderer apparatus, audio scene representation, context-specific rule

Open Source Intelligence (OSINT)

Latest Publications & Patents on Open Source Intelligence (OSINT)

This week: Fault Recognition, Multi-Sensor, Manifold Learning, Vibration Signals, Three-Dimensional, Hierarchical Density-Based Spatial Clustering, Ship Automatic Identification System, Trajectory-Cluster Analysis, collision avoidance, behavior mining model, encounter scenarios, spatiotemporal data, consumer electronics, acoustic quality, sentiment analysis, naïve Bayes classifier, Educational Data Mining, Machine Learning Algorithms, Moodle, Predictive Accuracy, YOLO, Ghost Bottleneck, Global Attention Mechanism, Apple Stem Segmentation, cloud enabled, augmented reality, computer-mediated reality, 3-D map, Tripwire, geolocation system, user-defined routes, home monitoring system

Natural Language Processing (NLP)

Latest Publications & Patents on Natural Language Processing (NLP)

This week: Tokenization, Chinese, Radical-based, Language models, Automated, Formative Feedback, Algorithm, Data Structure, tokenization, Korean, word sense disambiguation, BERT, smart transportation planning, advanced technologies, digital twins, optimization methods, Electric Car, ASTE Framework, LLMs, Semantic BNF, AI-Driven, Chatbot, Real-Time, News Automation, artificial intelligence, job matching, personality analysis, sentiment analysis, natural language processing, legal requirements, computer-aided method, NLP algorithm

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